INF552 Assignment4 LASSO, Boosting and Tree-based Methods

Tong Lyu 1076139647

1 Introduction

1.1 Libraries

In [119]:
import numpy as np;
import pandas as pd;
import seaborn as sns;
import matplotlib.pyplot as plt;
import statsmodels.formula.api as smf
import statsmodels.api as sm
import statistics
import bootstrapped.bootstrap as bs
import bootstrapped.stats_functions as bs_stats
from sklearn.feature_selection import RFECV
from sklearn.linear_model import LogisticRegression
from sklearn.linear_model import LogisticRegressionCV
from sklearn.model_selection import StratifiedKFold
from sklearn.metrics import confusion_matrix  
from sklearn.metrics import roc_curve, auc
from sklearn import preprocessing
from sklearn.preprocessing import label_binarize
from sklearn.naive_bayes import MultinomialNB, GaussianNB
from imblearn.over_sampling import SMOTE 
from sklearn.model_selection import train_test_split
from sklearn.metrics import mean_squared_error
from sklearn.neighbors import KNeighborsRegressor

from sklearn.linear_model import LinearRegression
from sklearn.impute import SimpleImputer
from sklearn.linear_model import RidgeCV
from sklearn.linear_model import LassoCV
from sklearn.decomposition import PCA
from sklearn.preprocessing import scale
from sklearn import model_selection
from matplotlib.ticker import MultipleLocator
from itertools import cycle
import warnings
%matplotlib inline
warnings.filterwarnings('ignore')

2. The LASSO and Boosting for Regression

2.1 Data imputation (1b)

In [120]:
# 1b Data imputation
attrs = []
f = open("./data/communities.names.txt","r")
for line in f.readlines()[80:203]:
    if (line.startswith("@attribute")):
        words = line.split(" ")
        attrs.append(words[1])
f.close()
reg_input_data = pd.read_csv("./data/communities.csv", sep=",",header=None).drop([0,1,2,3,4],axis=1)
reg_data = reg_input_data.replace('?',np.nan)
reg_data = reg_data.apply(pd.to_numeric, errors='ignore')
reg_data = reg_data.fillna(value=reg_data.mean())
reg_data.columns= range(0,123)
print(reg_data)

# imp_mean = SimpleImputer(missing_values=-1, strategy='mean')
# reg_data = pd.DataFrame(imp_mean.fit_transform(reg_input_data))
       0     1     2     3     4     5     6     7     8     9    ...    113  \
0     0.19  0.33  0.02  0.90  0.12  0.17  0.34  0.47  0.29  0.32  ...   0.12   
1     0.00  0.16  0.12  0.74  0.45  0.07  0.26  0.59  0.35  0.27  ...   0.02   
2     0.00  0.42  0.49  0.56  0.17  0.04  0.39  0.47  0.28  0.32  ...   0.01   
3     0.04  0.77  1.00  0.08  0.12  0.10  0.51  0.50  0.34  0.21  ...   0.02   
4     0.01  0.55  0.02  0.95  0.09  0.05  0.38  0.38  0.23  0.36  ...   0.04   
5     0.02  0.28  0.06  0.54  1.00  0.25  0.31  0.48  0.27  0.37  ...   0.01   
6     0.01  0.39  0.00  0.98  0.06  0.02  0.30  0.37  0.23  0.60  ...   0.05   
7     0.01  0.74  0.03  0.46  0.20  1.00  0.52  0.55  0.36  0.35  ...   0.01   
8     0.03  0.34  0.20  0.84  0.02  0.00  0.38  0.45  0.28  0.48  ...   0.04   
9     0.01  0.40  0.06  0.87  0.30  0.03  0.90  0.82  0.80  0.39  ...   0.00   
10    0.13  0.71  0.15  0.07  1.00  0.41  0.40  0.52  0.35  0.33  ...   0.02   
11    0.02  0.46  0.08  0.91  0.07  0.10  0.34  0.36  0.22  0.57  ...   0.01   
12    0.03  0.47  0.01  0.96  0.13  0.02  0.29  0.32  0.20  0.52  ...   0.03   
13    0.01  0.44  0.00  0.98  0.04  0.01  0.35  0.53  0.32  0.23  ...   0.08   
14    0.04  0.36  0.01  0.85  0.14  0.26  0.32  0.46  0.30  0.31  ...   0.02   
15    0.03  0.34  0.06  0.93  0.03  0.03  0.39  0.41  0.28  0.58  ...   0.04   
16    0.15  0.31  0.40  0.63  0.14  0.06  0.58  0.72  0.65  0.47  ...   0.06   
17    0.01  0.53  0.01  0.94  0.20  0.03  0.34  0.39  0.27  0.36  ...   0.03   
18    0.02  0.47  0.01  0.97  0.07  0.02  0.70  0.67  0.63  0.37  ...   0.03   
19    0.00  0.41  0.05  0.96  0.01  0.01  0.37  0.37  0.24  0.55  ...   0.09   
20    0.25  0.54  0.05  0.71  0.48  0.30  0.42  0.48  0.28  0.32  ...   0.09   
21    1.00  0.42  0.47  0.59  0.12  0.05  0.41  0.53  0.34  0.33  ...   1.00   
22    0.01  0.34  0.02  0.87  0.07  0.11  0.49  0.56  0.43  0.47  ...   0.05   
23    0.11  0.43  0.04  0.89  0.09  0.06  0.45  0.48  0.31  0.46  ...   0.16   
24    0.02  0.96  0.05  0.00  1.00  1.00  0.54  0.58  0.39  0.33  ...   0.02   
25    0.00  0.33  0.02  0.91  0.16  0.09  0.55  0.63  0.53  0.31  ...   0.02   
26    0.06  0.49  0.46  0.00  1.00  0.43  0.35  0.50  0.32  0.34  ...   0.01   
27    0.01  0.37  0.01  0.99  0.02  0.01  0.35  0.38  0.23  0.59  ...   0.04   
28    0.01  0.27  0.43  0.64  0.08  0.01  0.36  0.33  0.22  0.74  ...   0.02   
29    0.00  0.50  0.01  0.98  0.02  0.02  0.31  0.40  0.23  0.25  ...   0.10   
...    ...   ...   ...   ...   ...   ...   ...   ...   ...   ...  ...    ...   
1964  0.09  0.45  1.00  0.08  0.11  0.14  0.36  0.46  0.29  0.47  ...   0.01   
1965  1.00  0.36  0.44  0.64  0.06  0.02  0.38  0.52  0.31  0.36  ...   1.00   
1966  0.09  0.41  0.07  0.74  0.39  0.45  0.29  0.49  0.28  0.36  ...   0.05   
1967  0.01  0.66  0.00  0.97  0.10  0.02  0.42  0.39  0.26  0.20  ...   0.09   
1968  0.00  0.24  0.51  0.53  0.11  0.11  0.20  0.36  0.19  0.68  ...   0.00   
1969  1.00  0.29  0.21  0.29  1.00  0.26  0.24  0.47  0.28  0.46  ...   0.13   
1970  0.00  0.37  0.38  0.69  0.04  0.02  0.34  0.48  0.30  0.47  ...   0.02   
1971  0.06  0.39  0.32  0.73  0.04  0.01  0.39  0.46  0.27  0.39  ...   0.14   
1972  0.08  0.49  0.07  0.69  0.27  0.35  0.46  0.50  0.33  0.36  ...   0.07   
1973  0.00  0.38  0.03  0.97  0.04  0.01  0.40  0.41  0.27  0.45  ...   0.01   
1974  0.00  0.41  0.62  0.51  0.02  0.01  0.38  0.39  0.23  0.51  ...   0.02   
1975  0.05  0.27  0.03  0.89  0.27  0.04  0.30  0.53  0.31  0.28  ...   0.03   
1976  0.06  0.29  0.03  0.93  0.18  0.03  0.20  0.42  0.22  0.58  ...   0.01   
1977  0.01  0.35  0.06  0.94  0.06  0.01  0.41  0.41  0.31  0.63  ...   0.04   
1978  0.01  0.54  0.02  0.94  0.13  0.04  0.39  0.43  0.25  0.26  ...   0.05   
1979  0.02  0.43  0.39  0.63  0.15  0.14  0.30  0.42  0.24  0.52  ...   0.01   
1980  0.06  0.43  0.04  0.93  0.03  0.09  0.36  0.51  0.31  0.45  ...   0.13   
1981  0.07  0.38  0.17  0.84  0.11  0.04  0.35  0.41  0.30  0.64  ...   0.09   
1982  0.00  0.47  0.02  0.98  0.03  0.01  0.62  0.47  0.49  0.69  ...   0.02   
1983  0.01  0.45  0.37  0.65  0.15  0.05  0.39  0.52  0.32  0.35  ...   0.02   
1984  0.01  0.43  0.01  0.98  0.03  0.02  0.43  0.44  0.26  0.35  ...   0.02   
1985  0.01  0.41  0.55  0.57  0.01  0.00  0.47  0.45  0.31  0.57  ...   0.11   
1986  0.05  0.52  0.02  0.97  0.04  0.02  0.40  0.43  0.29  0.39  ...   0.10   
1987  0.01  0.65  0.00  1.00  0.01  0.01  0.40  0.44  0.25  0.36  ...   0.16   
1988  0.02  0.41  1.00  0.21  0.02  0.01  0.54  0.57  0.43  0.45  ...   0.03   
1989  0.01  0.40  0.10  0.87  0.12  0.16  0.43  0.51  0.35  0.30  ...   0.01   
1990  0.05  0.96  0.46  0.28  0.83  0.32  0.69  0.86  0.73  0.14  ...   0.02   
1991  0.16  0.37  0.25  0.69  0.04  0.25  0.35  0.50  0.31  0.54  ...   0.08   
1992  0.08  0.51  0.06  0.87  0.22  0.10  0.58  0.74  0.63  0.41  ...   0.03   
1993  0.20  0.78  0.14  0.46  0.24  0.77  0.50  0.62  0.40  0.17  ...   0.11   

       114   115       116       117       118       119   120       121   122  
0     0.26  0.20  0.060000  0.040000  0.900000  0.500000  0.32  0.140000  0.20  
1     0.12  0.45  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.67  
2     0.21  0.02  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.43  
3     0.39  0.28  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.12  
4     0.09  0.02  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.03  
5     0.58  0.10  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.14  
6     0.08  0.06  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.03  
7     0.33  0.00  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.55  
8     0.17  0.04  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.53  
9     0.47  0.11  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.15  
10    1.00  1.00  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.24  
11    0.63  1.00  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.08  
12    0.18  0.59  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.06  
13    0.04  0.00  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.09  
14    0.40  0.15  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.21  
15    0.15  0.04  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.30  
16    0.39  0.84  0.060000  0.060000  0.910000  0.500000  0.88  0.260000  0.49  
17    0.09  0.21  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.07  
18    0.20  0.07  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.15  
19    0.03  0.05  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.03  
20    0.46  0.05  0.090000  0.050000  0.880000  0.500000  0.76  0.130000  0.34  
21    0.07  0.15  1.000000  0.350000  0.730000  0.000000  0.31  0.210000  0.69  
22    0.09  0.06  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.21  
23    0.12  0.07  0.040000  0.010000  0.810000  1.000000  0.56  0.090000  0.63  
24    0.22  0.02  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.31  
25    0.15  0.16  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.12  
26    0.79  0.21  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.84  
27    0.09  0.00  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.10  
28    0.17  0.00  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.49  
29    0.02  0.08  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.02  
...    ...   ...       ...       ...       ...       ...   ...       ...   ...  
1964  1.00  1.00  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.60  
1965  0.17  0.18  0.450000  0.190000  0.500000  0.500000  0.44  0.210000  0.69  
1966  0.29  0.22  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.30  
1967  0.04  0.04  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.04  
1968  0.50  0.49  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.19  
1969  1.00  1.00  0.530000  0.620000  0.640000  0.500000  0.64  0.350000  0.75  
1970  0.10  0.08  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.53  
1971  0.09  0.01  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.22  
1972  0.21  0.02  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.30  
1973  0.18  0.10  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.04  
1974  0.10  0.00  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.52  
1975  0.31  0.34  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.09  
1976  0.72  0.94  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.08  
1977  0.12  0.01  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.25  
1978  0.09  0.14  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.04  
1979  0.53  0.43  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.16  
1980  0.09  0.11  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.28  
1981  0.13  0.17  0.020000  0.010000  0.720000  0.000000  0.62  0.150000  0.07  
1982  0.14  0.04  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.03  
1983  0.16  0.13  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.56  
1984  0.15  0.06  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.14  
1985  0.03  0.01  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.14  
1986  0.09  0.03  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.02  
1987  0.02  0.02  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.04  
1988  0.17  0.02  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.19  
1989  0.28  0.05  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.09  
1990  0.37  0.20  0.163103  0.076708  0.698589  0.440439  0.00  0.195078  0.45  
1991  0.32  0.18  0.080000  0.060000  0.780000  0.000000  0.91  0.280000  0.23  
1992  0.38  0.33  0.020000  0.020000  0.790000  0.000000  0.22  0.180000  0.19  
1993  0.30  0.05  0.080000  0.040000  0.730000  0.500000  1.00  0.130000  0.48  

[1994 rows x 123 columns]

2.2 Plot a correlation matrix (1c)

In [121]:
# 1c Plot a correlation matrix
corr = reg_data.corr()
corr.style.background_gradient()
Out[121]:
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122
0 1 -0.0461484 0.231178 -0.300845 0.181603 0.156218 0.00636759 0.130344 0.075596 -0.102006 0.993112 0.239446 -0.101615 0.00451207 -0.130692 -0.150788 -0.120253 0.177172 -0.0939108 -0.10537 -0.0556564 0.0370443 -0.0596458 -0.0172637 -0.0810333 -0.0310017 -0.0830652 0.947598 0.162004 0.0367058 0.0570313 -0.00341827 0.145247 -0.00521717 -0.106284 0.0217694 -0.029409 -0.02138 0.232603 0.247567 0.258529 0.248099 0.0866663 -0.266341 -0.273558 -0.22671 -0.263348 -0.0371653 -0.0901906 0.885178 0.332564 0.741593 0.139745 0.156336 0.18292 0.207559 0.199765 0.201221 0.207268 0.211653 -0.168376 0.18161 0.190308 0.123572 -0.0365668 -0.00347609 0.0315478 -0.247854 0.205913 0.218492 -0.205286 0.896324 -0.0898874 -0.253136 0.326142 -0.0854014 -0.056666 0.0614815 0.108046 -0.0121312 0.000689081 0.0185749 -0.00647861 -0.00983548 0.00405952 -0.0246746 0.13043 0.0832143 -0.0379764 0.821243 0.651797 0.172731 -0.125133 -0.123691 0.00160966 -0.0896376 0.58474 -0.0705145 -0.570052 -0.070637 0.594211 0.0447874 0.138339 -0.0705206 -0.00413818 -0.197884 0.185657 0.166094 0.10442 0.248863 0.469583 0.256101 0.11682 0.713652 0.231897 0.270356 0.609147 0.595543 -0.061583 0.0765267 0.466352 -0.035576 0.367157
1 -0.0461484 1 -0.0671091 -0.235907 0.201996 0.468659 0.520461 0.367338 0.295225 -0.612666 -0.0475806 -0.0157393 0.209431 0.440269 0.182579 -0.155101 -0.451412 0.115204 -0.3247 0.111438 -0.130716 -0.131671 0.0425061 -0.0078497 -0.0558179 0.0167189 -0.0850882 -0.0301393 0.0550855 0.172144 0.100286 -0.0334125 0.143811 0.11324 0.023287 -0.08404 0.0546225 -0.0750447 -0.449461 0.154911 -0.349128 -0.409331 0.845514 0.283067 0.205665 0.199644 0.269767 -0.225673 -0.2685 -0.0313162 0.0207112 0.105828 0.0287508 0.0518874 0.0692031 0.103577 0.275237 0.288425 0.295677 0.306491 -0.41895 0.416072 0.661575 0.741099 0.892978 0.825 0.725371 0.138005 0.501638 -0.331717 0.221582 -0.175594 0.230174 0.192774 0.0514898 -0.0370036 0.253885 -0.00792069 0.143368 0.134584 0.123739 0.10042 0.150031 0.167956 0.179718 0.18126 0.130425 0.247992 -0.0964427 -0.0821642 -0.043011 0.311107 -0.0492531 -0.0578422 -0.103109 -0.00327713 -0.0152137 -0.0732661 0.0175922 -0.0860587 -0.00327561 -0.0549189 0.0386582 -0.0732382 -0.0777686 -0.136626 0.0164195 0.151163 0.0437729 0.124712 -0.0166751 -0.024189 0.0345826 -0.015078 -0.00407173 -0.0515056 -0.032663 -0.00758423 -0.00642594 -0.000280343 -0.0943675 -0.054562 -0.0349226
2 0.231178 -0.0671091 1 -0.794389 -0.106738 -0.0665807 0.122338 0.153475 0.134068 0.0529337 0.223469 -0.0012692 -0.360678 -0.227563 -0.152885 -0.492914 0.111816 0.444933 -0.0723912 -0.359963 -0.286882 -0.102517 -0.254697 -0.0485188 -0.115584 -0.105901 -0.1518 0.322461 0.490241 0.287046 0.367356 -0.179972 0.388319 -0.273293 -0.0175636 0.0985256 0.234502 -0.195774 0.403862 0.284991 0.429002 0.432427 0.0464153 -0.700596 -0.736244 -0.655573 -0.689904 0.168451 0.075215 0.402799 0.8107 0.0762812 0.165415 0.194133 0.227286 0.249028 -0.0378738 -0.0290216 -0.0249179 -0.0201092 0.0961393 -0.046706 0.185606 0.108922 -0.111595 -0.171936 0.108296 -0.376603 0.158357 0.23467 -0.1456 0.279908 -0.252871 -0.339205 0.472906 0.168711 -0.0860773 0.485035 0.303009 -0.287745 -0.269741 -0.246149 -0.321254 -0.304787 -0.293334 -0.279273 0.192188 -0.0700044 0.220838 0.229323 0.167133 -0.0981137 0.0934941 -0.0456456 0.0563581 -0.00289411 0.11332 0.099007 -0.109181 0.0970341 0.096266 0.099703 0.00175903 0.0990554 -0.315934 -0.212538 0.404052 -0.0911602 -0.0424818 0.238434 0.127843 0.0242943 -0.0518758 0.149758 0.0950532 0.147023 0.122017 0.083179 -0.0826596 0.0109872 0.260793 0.0222367 0.631264
3 -0.300845 -0.235907 -0.794389 1 -0.270266 -0.444166 -0.194015 -0.266852 -0.183804 0.136483 -0.295237 -0.0522733 0.308686 0.117234 0.0969818 0.596067 0.067204 -0.589538 0.228338 0.343336 0.315083 0.123322 0.187614 0.0398259 0.145204 0.104872 0.213038 -0.376409 -0.542139 -0.470762 -0.485574 0.21816 -0.517483 0.255373 0.0382101 0.0274966 -0.263275 0.260435 -0.341788 -0.378077 -0.446714 -0.407565 -0.396829 0.638071 0.702032 0.596825 0.614156 0.0100766 0.158998 -0.420761 -0.803452 -0.30845 -0.235496 -0.297287 -0.356666 -0.416132 -0.403606 -0.424058 -0.438166 -0.450365 0.421493 -0.454456 -0.591879 -0.522774 -0.2145 -0.116702 -0.470569 0.508516 -0.639795 -0.368909 0.279932 -0.280925 0.178123 0.440891 -0.450965 0.00726294 0.0173745 -0.481075 -0.41914 0.0911785 0.0729744 0.061224 0.128078 0.126732 0.120754 0.125921 -0.33971 -0.173292 -0.0593581 -0.277743 -0.238925 -0.372924 0.113798 0.165285 -0.0196765 0.0324147 -0.122192 -0.0294755 0.117547 -0.0261831 -0.114893 -0.0540653 -0.0383601 -0.0295439 0.293779 0.265015 -0.309845 -0.074462 -0.0849811 -0.288295 -0.128704 -0.0416226 -0.0268242 -0.131389 -0.337458 -0.215636 -0.109191 -0.11486 0.0529399 -0.0332091 -0.276234 -0.00632325 -0.68477
4 0.181603 0.201996 -0.106738 -0.270266 1 0.266743 -0.0250199 0.100727 0.0527612 -0.27202 0.200593 0.26938 0.362964 0.3108 -0.0876257 0.166277 -0.369642 -0.0590836 -0.173984 0.353457 0.318984 0.355613 0.300125 0.115036 0.0957981 0.192692 0.19903 0.089711 -0.173611 -0.161913 -0.238 0.318947 -0.158989 0.246308 -0.0983214 0.0108215 -0.282806 0.286038 -0.110808 0.208212 -0.0138483 -0.0670808 0.205351 0.146331 0.130237 0.192196 0.111515 -0.156372 -0.179123 0.068251 -0.0472036 0.381759 0.193522 0.227602 0.289425 0.316366 0.646999 0.648608 0.676785 0.673064 -0.471319 0.393118 0.243618 0.238052 0.21364 0.20766 0.226492 -0.124632 0.351671 0.0595113 -0.0848144 0.0388678 0.248923 -0.10981 -0.136361 -0.389486 0.0744541 -0.305036 -0.0810238 0.584873 0.587594 0.574251 0.568155 0.54709 0.537667 0.510042 0.178593 0.398414 -0.229339 0.131333 0.16944 0.657451 -0.405276 -0.189517 -0.194923 -0.198279 0.0165023 -0.11819 -0.0146237 -0.122078 0.0407168 -0.0545658 0.0818458 -0.118206 -0.0436555 -0.0446804 -0.0865645 0.0995147 0.302174 0.022345 0.0180904 0.0648505 0.133093 -0.00108397 0.389944 0.296921 -0.0179917 0.0677446 0.0323886 0.0654242 0.101888 -0.0116185 0.0376218
5 0.156218 0.468659 -0.0665807 -0.444166 0.266743 1 0.145741 0.20587 0.0863434 -0.227694 0.153941 0.0382985 -0.140471 0.0196287 0.0828555 -0.417161 -0.157196 0.419704 -0.262011 -0.204733 -0.242026 -0.200596 -0.0638999 -0.009754 -0.114006 -0.096372 -0.240113 0.196441 0.314651 0.54325 0.455558 -0.259676 0.432601 -0.141225 -0.0528554 -0.241042 0.206008 -0.291497 0.0624529 0.17318 0.184849 0.124879 0.610373 -0.137306 -0.205056 -0.141787 -0.105823 -0.27999 -0.404453 0.143024 0.237168 0.377726 0.0855512 0.144952 0.184034 0.258667 0.625989 0.652484 0.660075 0.68118 -0.890768 0.892812 0.759167 0.746192 0.508021 0.421189 0.641574 -0.32659 0.879342 0.332887 -0.29418 0.104498 -0.0799578 -0.261709 0.16411 -0.157576 0.0920727 0.274135 0.369317 0.0794395 0.0855542 0.0765648 0.0710847 0.056046 0.0601682 0.0285208 0.287098 0.33691 -0.112526 0.114033 0.157723 0.68419 -0.26217 -0.165678 0.014494 0.000201778 0.0401436 -0.0484101 -0.0349819 -0.0492931 0.0618066 -0.0150429 0.0510485 -0.0483146 0.0046438 -0.184379 -0.0650913 0.369893 0.0923656 0.195977 0.0307232 0.00040348 0.0960599 0.0116338 0.370103 0.078366 0.0220114 0.0602628 0.0243657 0.0259556 0.125353 0.0022344 0.29305
6 0.00636759 0.520461 0.122338 -0.194015 -0.0250199 0.145741 1 0.822424 0.894547 -0.410958 -0.0213673 -0.239994 -0.296723 0.119776 0.265498 -0.279091 -0.257844 0.213397 -0.312076 -0.266138 -0.405048 -0.384193 -0.283795 -0.157399 -0.2653 -0.17401 -0.311167 0.0864026 0.500219 0.17432 0.120124 0.0238177 0.273155 -0.191837 -0.107171 0.346521 0.108711 -0.109095 -0.207123 0.56084 -0.132457 -0.169762 0.297363 -0.139291 -0.14887 -0.166411 -0.123578 -0.0105611 -0.0505869 0.0326982 0.19192 -0.00983405 0.377215 0.376642 0.358841 0.335118 0.0741384 0.0537328 0.0356076 0.0231192 -0.0509399 0.0778446 0.271139 0.272866 0.22735 0.232948 0.270179 -0.274166 0.222698 0.0245024 -0.0791418 -0.0472076 0.0277174 -0.260619 0.121947 0.0353294 0.104179 0.279829 0.173921 -0.25872 -0.249726 -0.242268 -0.296926 -0.299245 -0.286993 -0.307207 0.273052 -0.171147 -0.121145 -0.00588832 -0.0249455 -0.0685372 0.0802806 -0.357145 -0.361225 -0.150555 -0.00949923 -0.0552231 0.00925947 -0.0569574 -0.0090001 -0.0336779 0.0247715 -0.0552188 -0.0549944 -0.0802872 0.0661259 0.0375867 -0.0193749 0.080389 -0.0033441 -0.0137247 0.0058463 0.0257356 -0.095749 -0.173279 0.000127088 -0.0176785 0.000652208 0.0112714 0.00130116 -0.0765887 0.0604772
7 0.130344 0.367338 0.153475 -0.266852 0.100727 0.20587 0.822424 1 0.93372 -0.520637 0.112614 -0.0898839 -0.34274 0.259699 0.124626 -0.357157 -0.420954 0.191916 -0.424415 -0.307839 -0.413924 -0.378535 -0.259693 -0.149668 -0.325159 -0.151255 -0.321663 0.177726 0.454074 0.147092 0.104092 -0.000112179 0.229405 0.00660952 -0.101477 0.223254 0.0974184 -0.158146 -0.00883212 0.761891 0.0744285 0.0314779 0.213217 -0.255326 -0.24826 -0.209489 -0.253302 0.0827702 0.032878 0.125708 0.304539 0.114361 0.477197 0.502762 0.504336 0.493598 0.2523 0.235269 0.214424 0.199935 -0.149631 0.180275 0.259982 0.223145 0.081239 0.141115 0.202189 -0.578464 0.303951 0.311708 -0.298457 0.0661225 0.0166673 -0.58726 0.0996356 -0.14931 0.0813724 0.220325 0.149847 -0.178252 -0.178049 -0.1841 -0.158983 -0.19415 -0.194609 -0.223523 0.27495 -0.0165706 -0.0898485 0.100767 0.0685348 0.0776636 -0.0475405 -0.559075 -0.505993 -0.317647 0.0154254 -0.0604387 -0.0159883 -0.0564439 0.0196039 -0.0280355 0.0387348 -0.0604188 -0.054681 -0.0515813 0.0372016 0.0334408 0.0131592 0.0523272 0.0174483 0.0219477 0.00523361 0.0624762 0.119725 -0.023507 0.0157251 0.0126471 0.013327 0.00514455 0.11729 -0.0685747 0.153357
8 0.075596 0.295225 0.134068 -0.183804 0.0527612 0.0863434 0.894547 0.93372 1 -0.323092 0.0545791 -0.138893 -0.326803 0.103368 0.144876 -0.221543 -0.233325 0.150779 -0.27148 -0.259318 -0.342084 -0.31494 -0.26179 -0.150975 -0.275577 -0.161562 -0.279458 0.135679 0.47109 0.111317 0.0637849 0.0939273 0.201251 -0.150372 -0.156564 0.393076 0.0309087 -0.0628962 -0.105174 0.772086 -0.0502421 -0.0794202 0.0564418 -0.232616 -0.22088 -0.197031 -0.227617 0.0599435 0.0331101 0.0803479 0.244876 0.053594 0.481487 0.489271 0.471036 0.435419 0.177976 0.152427 0.128221 0.107973 -0.0537401 0.0724094 0.127331 0.0932756 -0.0438135 0.0058522 0.0656771 -0.478045 0.171922 0.257779 -0.268014 0.0354607 0.00107225 -0.487877 0.065643 -0.0764356 0.00548235 0.201228 0.115309 -0.166015 -0.158616 -0.152354 -0.197405 -0.207093 -0.197658 -0.234416 0.337232 -0.0989231 -0.078878 0.0680575 0.037038 0.00559397 -0.0138022 -0.462897 -0.479077 -0.27454 0.00483915 -0.0334943 -0.0055921 -0.0267833 0.00339227 -0.0108952 0.0244253 -0.0334944 -0.0427057 -0.0371489 0.0388963 0.00361942 -0.00193041 0.0339197 0.0117337 0.00760069 0.00240153 0.0316317 0.0459793 -0.0404188 0.00779243 -0.00125808 0.013687 -0.00100119 0.0831796 -0.0498764 0.0993467
9 -0.102006 -0.612666 0.0529337 0.136483 -0.27202 -0.227694 -0.410958 -0.520637 -0.323092 1 -0.106075 -0.111337 -0.290086 -0.838662 -0.158639 0.0757236 0.941817 0.142936 0.657901 -0.225114 -0.0311362 -0.0334757 -0.170552 -0.0507209 0.0500258 -0.112755 -0.0296235 -0.0623541 0.0996902 0.197346 0.271176 -0.218606 0.12885 -0.614405 0.0122464 0.0862026 0.145572 -0.13697 0.186056 -0.221207 0.0647091 0.132139 -0.572482 -0.25641 -0.23732 -0.240725 -0.198798 0.00694946 0.0207599 -0.0499511 0.00964631 -0.11416 -0.178553 -0.200248 -0.239035 -0.264283 -0.205989 -0.205017 -0.210084 -0.209206 0.165234 -0.162812 -0.303524 -0.34598 -0.587271 -0.651512 -0.403847 0.0498061 -0.253098 0.256097 -0.163402 0.0387133 -0.277959 0.0593835 0.0244392 0.2565 -0.421197 0.152032 0.0457504 -0.159327 -0.149965 -0.12888 -0.260957 -0.22559 -0.219266 -0.225962 0.0650657 -0.215032 0.203615 -0.0322209 -0.0366768 -0.139957 0.149763 0.394347 0.372971 0.255659 -0.0177073 0.108318 0.0174476 0.119027 -0.0337407 0.0659934 -0.0586463 0.108316 0.0553493 0.0739458 -0.023502 -0.0706077 -0.0584172 -0.0696273 -0.00376775 -0.0269858 -0.00344018 -0.124245 0.0154341 0.00678572 -0.0217242 -0.0265859 0.00560079 -0.0427558 -0.010168 0.0765859 0.0671715
10 0.993112 -0.0475806 0.223469 -0.295237 0.200593 0.153941 -0.0213673 0.112614 0.0545791 -0.106075 1 0.333616 -0.0645399 0.027171 -0.160278 -0.123618 -0.131545 0.149606 -0.0849765 -0.0696169 -0.02084 0.0698901 -0.0306148 -0.00498979 -0.0687998 -0.0146292 -0.0546259 0.936088 0.124198 0.0122492 0.0334337 0.0155855 0.116569 0.0236047 -0.110538 0.0141909 -0.054857 8.45711e-05 0.218489 0.24516 0.247784 0.235457 0.0885778 -0.248273 -0.255574 -0.201945 -0.250863 -0.0404823 -0.0910702 0.876719 0.322658 0.740602 0.127357 0.145724 0.174992 0.199428 0.213764 0.216322 0.223693 0.228544 -0.178202 0.18824 0.1903 0.125114 -0.0287233 0.0112625 0.0229319 -0.229996 0.201492 0.208091 -0.198999 0.887599 -0.0669727 -0.238579 0.315952 -0.110291 -0.0594902 0.0196928 0.0854862 0.0212935 0.0328434 0.0491884 0.0325854 0.0283384 0.0413553 0.0128634 0.121463 0.102187 -0.0390819 0.813579 0.647355 0.195118 -0.140237 -0.105199 0.0133279 -0.0896108 0.569565 -0.0708791 -0.555234 -0.070525 0.578726 0.0416552 0.134236 -0.0708862 -0.00418714 -0.193597 0.181506 0.161579 0.102316 0.243004 0.457023 0.249489 0.115742 0.693445 0.258147 0.298196 0.592238 0.580275 -0.0587123 0.0732047 0.478179 -0.0361139 0.362897
11 0.239446 -0.0157393 -0.0012692 -0.0522733 0.26938 0.0382985 -0.239994 -0.0898839 -0.138893 -0.111337 0.333616 1 0.343762 0.256352 -0.373185 0.227341 -0.19383 -0.22468 0.0658966 0.331475 0.337613 0.347929 0.275407 0.126914 0.102379 0.184079 0.255913 0.167862 -0.319012 -0.27084 -0.252303 0.214941 -0.230683 0.293141 -0.111423 -0.0458762 -0.306912 0.231508 -0.0610609 0.0822557 -0.0159122 -0.0407591 0.0484079 0.104055 0.098441 0.179035 0.0428571 -0.0670172 -0.0649266 0.166072 0.0119351 0.201737 -0.0379188 -0.0233743 0.00972479 0.019927 0.226485 0.232721 0.245666 0.250943 -0.161471 0.128921 0.0550981 0.0500233 0.0708897 0.148037 -0.0630391 0.0694991 0.0325497 -0.024223 -0.0201736 0.195878 0.172895 0.036305 0.0169863 -0.297328 -0.0180588 -0.410569 -0.212775 0.334585 0.325843 0.314966 0.411815 0.3989 0.39286 0.386408 -0.0159259 0.226758 -0.0312173 0.156276 0.131646 0.293093 -0.233623 0.0964595 0.0698798 -0.0747341 0.00138969 -0.0242586 -0.00141838 -0.0207214 0.00208446 -0.0161135 0.00387686 -0.0242552 0.00109308 -0.00431858 0.0026676 0.00362578 0.00172771 0.00428168 -0.000983884 0.00046293 0.000171121 0.081044 0.331113 0.343561 -0.00313123 0.000468737 0.00605371 -0.00400613 0.258955 -0.0231095 0.0820254
12 -0.101615 0.209431 -0.360678 0.308686 0.362964 -0.140471 -0.296723 -0.34274 -0.326803 -0.290086 -0.0645399 0.343762 1 0.616422 -0.0489717 0.757897 -0.421414 -0.656529 -0.0729247 0.977616 0.894175 0.839627 0.674667 0.294296 0.457595 0.415575 0.637928 -0.237807 -0.791095 -0.59599 -0.683271 0.679964 -0.651878 0.6404 -0.0512863 0.028782 -0.620097 0.725697 -0.558566 -0.199891 -0.537577 -0.562485 0.111539 0.734326 0.720013 0.722127 0.627917 -0.150325 -0.0419179 -0.183239 -0.488651 -0.00511632 -0.181629 -0.199058 -0.179984 -0.196317 0.106504 0.105818 0.1253 0.119196 -0.0252888 -0.0823901 -0.161527 -0.0818717 0.313763 0.383196 -0.0944145 0.623932 -0.263503 -0.610427 0.451225 -0.188336 0.388655 0.585373 -0.36134 -0.213801 0.163644 -0.726987 -0.412071 0.798572 0.790456 0.778764 0.809739 0.854883 0.856286 0.864736 -0.232317 0.380447 -0.0261562 -0.123153 -0.0837809 0.228123 -0.245541 0.248834 -0.00622438 -0.0518262 -0.0428132 -0.0215174 0.0404305 -0.0170778 -0.0485283 -0.0448384 -0.0272305 -0.021525 0.0437149 0.0503932 -0.103364 -0.0176707 0.0511858 -0.0882402 -0.0486882 -0.018821 0.00912167 -0.0473786 -0.0236611 0.250454 -0.0688802 -0.0299089 0.0246868 -0.0112056 -0.126211 0.0264523 -0.424221
13 0.00451207 0.440269 -0.227563 0.117234 0.3108 0.0196287 0.119776 0.259699 0.103368 -0.838662 0.027171 0.256352 0.616422 1 0.0725404 0.308813 -0.897936 -0.552405 -0.516125 0.565346 0.384701 0.34693 0.406372 0.16042 0.121574 0.272645 0.29611 -0.10696 -0.519956 -0.460829 -0.544383 0.430598 -0.51351 0.860864 0.00225937 -0.0970858 -0.368812 0.381856 -0.37595 0.0633773 -0.302571 -0.351812 0.366254 0.553706 0.540233 0.562732 0.458412 0.0975072 0.16483 -0.0979121 -0.29008 0.0448244 0.0553275 0.0644141 0.0989802 0.10518 0.15165 0.149449 0.159978 0.155713 -0.0582097 0.00727697 0.0420345 0.108165 0.474527 0.591123 0.144805 0.227439 -0.016489 -0.422059 0.290814 -0.132184 0.411524 0.181981 -0.26245 -0.336787 0.403604 -0.501781 -0.291887 0.400545 0.380824 0.352258 0.541737 0.508119 0.495519 0.510696 -0.260897 0.267824 -0.157022 -0.0679476 -0.0464906 0.148531 -0.202316 -0.187837 -0.301705 -0.241734 -0.0242183 -0.104679 0.0220396 -0.107509 -0.0117234 -0.0857985 0.0239509 -0.104702 0.015531 0.0166884 -0.0714655 0.0194499 0.0476308 -0.0372053 -0.0341921 0.021505 -0.0193674 0.0611473 -0.0343332 0.0846111 -0.0227732 -0.0143116 0.0242287 0.0201408 -0.0646017 -0.0614809 -0.3055
14 -0.130692 0.182579 -0.152885 0.0969818 -0.0876257 0.0828555 0.265498 0.124626 0.144876 -0.158639 -0.160278 -0.373185 -0.0489717 0.0725404 1 0.00733605 -0.117709 -0.0297198 -0.279462 -0.0402808 -0.0692238 -0.0816311 -0.115485 -0.0453222 -0.0466128 -0.087386 -0.11615 -0.100297 0.142378 0.0886988 -0.0277566 0.0989373 -0.0216384 -0.0110834 -0.147322 0.154531 -0.0547763 0.0657831 -0.179504 -0.0735585 -0.159704 -0.171429 0.102682 0.183922 0.174132 0.131297 0.171625 0.062635 0.0391924 -0.140072 -0.183225 -0.117476 0.0927349 0.0784728 0.0870023 0.0999538 -0.0761647 -0.0859602 -0.0903909 -0.0940031 0.0128092 -0.0110311 0.0465076 0.0727978 0.11922 0.0870318 0.124419 0.0819805 0.0417141 -0.125436 0.0644964 -0.123741 -0.0330294 0.0991381 -0.0697545 0.0988551 0.248166 0.156101 0.0564685 -0.114956 -0.101944 -0.0875498 -0.17401 -0.166997 -0.159264 -0.166624 -0.0810497 -0.133666 -0.155505 -0.10078 -0.0851586 -0.130028 0.0815415 -0.138365 -0.162087 0.0114916 -0.0184119 -0.0234808 0.0173531 -0.0255035 -0.0144877 -0.0122636 0.00871554 -0.023507 0.041188 0.0139865 -0.0501319 0.023407 0.000830604 -0.0176953 -0.0197643 -0.00118578 -0.00773844 -0.0112489 -0.265259 -0.244916 0.000875426 -0.0156733 0.010026 0.0332362 -0.15881 -0.0106305 -0.153124
15 -0.150788 -0.155101 -0.492914 0.596067 0.166277 -0.417161 -0.279091 -0.357157 -0.221543 0.0757236 -0.123618 0.227341 0.757897 0.308813 0.00733605 1 -0.0860625 -0.751076 0.202977 0.813243 0.811617 0.722331 0.497541 0.195805 0.387464 0.310179 0.550871 -0.269043 -0.721648 -0.685446 -0.778309 0.735854 -0.731221 0.412191 -0.131891 0.309541 -0.671351 0.76924 -0.576369 -0.168919 -0.630789 -0.618737 -0.337069 0.702579 0.744358 0.706446 0.609838 -0.0250777 0.126396 -0.251983 -0.634581 -0.130849 -0.135162 -0.19756 -0.217694 -0.277754 -0.0950091 -0.118492 -0.116563 -0.136078 0.243307 -0.347252 -0.507661 -0.452148 -0.148554 -0.0339061 -0.504454 0.593809 -0.568277 -0.486266 0.348503 -0.183878 0.343186 0.519921 -0.453134 -0.138196 -0.00934742 -0.752677 -0.507494 0.562504 0.559242 0.562682 0.569699 0.599603 0.606166 0.594151 -0.256315 0.0725205 -0.0585641 -0.137992 -0.124954 -0.0372707 -0.135204 0.254449 -0.0544552 -0.074313 -0.0568718 0.00241407 0.0532024 0.0102389 -0.0692103 -0.0360173 -0.0506604 0.00237661 0.13406 0.139169 -0.154038 -0.0810854 0.0165238 -0.169789 -0.0606956 -0.0118652 -0.0112445 -0.0731654 -0.113916 0.16127 -0.0684933 -0.0481532 0.0318875 -0.0132079 -0.154076 0.0377906 -0.576324
16 -0.120253 -0.451412 0.111816 0.067204 -0.369642 -0.157196 -0.257844 -0.420954 -0.233325 0.941817 -0.131545 -0.19383 -0.421414 -0.897936 -0.117709 -0.0860625 1 0.310357 0.650637 -0.374908 -0.227653 -0.226625 -0.288843 -0.118417 -0.0351605 -0.18476 -0.154112 -0.0480648 0.244078 0.356652 0.445894 -0.38759 0.301766 -0.728597 0.0797569 0.0528208 0.315527 -0.313672 0.183389 -0.185475 0.0678572 0.133321 -0.410049 -0.328718 -0.323516 -0.341891 -0.250394 -0.020684 -0.0266209 -0.0353174 0.099233 -0.145705 -0.195793 -0.213909 -0.261665 -0.280488 -0.257474 -0.251951 -0.259822 -0.255543 0.144655 -0.119628 -0.16225 -0.199632 -0.454436 -0.540149 -0.266439 0.0319522 -0.166574 0.238526 -0.146562 0.00510712 -0.27797 0.0558132 0.136268 0.362926 -0.463404 0.296494 0.154615 -0.305045 -0.299195 -0.283458 -0.419974 -0.377134 -0.365108 -0.370383 0.102432 -0.284906 0.252467 -0.0448266 -0.0565384 -0.196153 0.282666 0.438072 0.434448 0.356327 -0.024352 0.103597 0.0241435 0.111218 -0.0395443 0.0608863 -0.0615301 0.103613 0.0234759 0.0482666 0.0111758 -0.0640049 -0.0892738 -0.0403231 -0.0101956 -0.035385 -0.00634572 -0.127047 -0.0244862 -0.0583362 -0.0261568 -0.0374617 -0.0062529 -0.0556175 -0.0248255 0.0546543 0.117977
17 0.177172 0.115204 0.444933 -0.589538 -0.0590836 0.419704 0.213397 0.191916 0.150779 0.142936 0.149606 -0.22468 -0.656529 -0.552405 -0.0297198 -0.751076 0.310357 1 -0.0219271 -0.685017 -0.638244 -0.538536 -0.428126 -0.189773 -0.265123 -0.309227 -0.451792 0.322453 0.782408 0.729138 0.772722 -0.570233 0.836195 -0.636309 0.110138 -0.0681281 0.580787 -0.578217 0.450139 0.241919 0.511868 0.497741 0.301448 -0.737349 -0.760318 -0.77535 -0.629577 -0.197515 -0.346299 0.315424 0.668954 0.178813 0.109495 0.146206 0.146525 0.180869 0.159433 0.17656 0.171796 0.185152 -0.320049 0.413287 0.524747 0.458494 0.0928162 -0.0199852 0.400145 -0.538393 0.554463 0.445943 -0.331236 0.175115 -0.222447 -0.470221 0.502785 0.179739 -0.258183 0.692279 0.564549 -0.39908 -0.38664 -0.380059 -0.520454 -0.499461 -0.489421 -0.507594 0.386132 -0.0779113 0.0983069 0.21401 0.165662 0.128134 0.205083 -0.0523246 0.21959 0.210764 0.0826624 0.0254515 -0.076253 0.0183873 0.0837389 0.0571163 0.0412119 0.0255336 -0.143864 -0.171117 0.174036 0.0943313 0.0232777 0.200693 0.0804771 0.00205986 0.0669756 0.0304557 0.197055 -0.0164381 0.0552146 0.0824027 -0.0380344 -0.000998348 0.176036 0.000252534 0.574665
18 -0.0939108 -0.3247 -0.0723912 0.228338 -0.173984 -0.262011 -0.312076 -0.424415 -0.27148 0.657901 -0.0849765 0.0658966 -0.0729247 -0.516125 -0.279462 0.202977 0.650637 -0.0219271 1 -0.0588757 0.00690952 -0.03776 -0.0487005 -0.0188895 0.0451013 -0.0394129 0.0560743 -0.104566 -0.153178 -0.0964612 0.0125804 -0.186421 0.0173158 -0.385941 -0.0247978 0.0362285 0.00676244 -0.08617 0.0173118 -0.263166 -0.07877 -0.0328851 -0.382451 -0.00889719 -1.32711e-05 -0.0127012 0.0284706 -0.0674893 -0.000718779 -0.0880781 -0.149424 -0.143588 -0.293683 -0.329879 -0.377603 -0.421566 -0.286782 -0.288121 -0.291421 -0.293597 0.237899 -0.251352 -0.265531 -0.258744 -0.300599 -0.367921 -0.253959 0.239068 -0.314381 -0.0708355 0.0802877 -0.0371291 -0.0547521 0.251137 -0.0150884 0.167974 -0.293074 -0.122258 -0.145376 -0.0722273 -0.0821183 -0.0865247 -0.093237 -0.0749144 -0.0715452 -0.0644748 -0.00344159 -0.185365 0.0335978 -0.0720319 -0.0679539 -0.205019 0.0947183 0.378927 0.260201 0.167281 -0.0256132 0.0557056 0.0245577 0.0583585 -0.0385338 0.0341342 -0.0157276 0.0557237 0.0454557 0.0602864 -0.00684514 -0.0844112 -0.0214235 -0.0642347 -0.0277878 -0.0368606 0.00635328 -0.0526491 -0.087992 -0.0405689 -0.0257519 -0.0334214 -0.00404935 -0.0287072 -0.0571131 0.0294753 -0.0984422
19 -0.10537 0.111438 -0.359963 0.343336 0.353457 -0.204733 -0.266138 -0.307839 -0.259318 -0.225114 -0.0696169 0.331475 0.977616 0.565346 -0.0402808 0.813243 -0.374908 -0.685017 -0.0588757 1 0.93802 0.884082 0.662515 0.291459 0.471825 0.409153 0.653194 -0.239824 -0.762811 -0.630681 -0.726852 0.767383 -0.676394 0.593842 -0.0922191 0.14132 -0.669757 0.798023 -0.559906 -0.125093 -0.544727 -0.565654 -0.00830838 0.710212 0.709954 0.713892 0.603701 -0.13322 -0.0178479 -0.192121 -0.49635 -0.0245591 -0.123515 -0.149444 -0.138106 -0.167187 0.102926 0.0936358 0.107756 0.0956995 0.024079 -0.137273 -0.249406 -0.182222 0.177084 0.27709 -0.220901 0.582545 -0.332894 -0.558028 0.409284 -0.182604 0.379266 0.52716 -0.37873 -0.210376 0.106373 -0.737899 -0.43727 0.810152 0.807396 0.80329 0.79037 0.840391 0.844429 0.841975 -0.2044 0.331343 -0.0171541 -0.118982 -0.0860775 0.199244 -0.238683 0.229233 -0.0414474 -0.0692525 -0.051189 -0.0147362 0.0483242 -0.00714259 -0.0601676 -0.042975 -0.0375472 -0.0147543 0.0625376 0.0707561 -0.110406 -0.0397763 0.0488181 -0.1083 -0.0567469 -0.0301085 0.00562292 -0.0579793 -0.0170163 0.275346 -0.0766301 -0.0386962 0.0287987 -0.0165091 -0.11718 0.0351698 -0.439108
20 -0.0556564 -0.130716 -0.286882 0.315083 0.318984 -0.242026 -0.405048 -0.413924 -0.342084 -0.0311362 -0.02084 0.337613 0.894175 0.384701 -0.0692238 0.811617 -0.227653 -0.638244 0.00690952 0.93802 1 0.970247 0.631809 0.285071 0.510225 0.386707 0.672891 -0.179348 -0.700648 -0.607506 -0.698825 0.791675 -0.655319 0.490865 -0.152929 0.189704 -0.693847 0.838513 -0.406909 -0.150079 -0.398902 -0.411925 -0.207966 0.57489 0.587353 0.601575 0.467803 -0.133025 -0.040604 -0.1346 -0.434077 -0.000973544 -0.103144 -0.130047 -0.118914 -0.14923 0.101995 0.0895395 0.101175 0.0880697 0.0527388 -0.159282 -0.347132 -0.307489 -0.0455716 0.0395093 -0.34965 0.485396 -0.365182 -0.413227 0.305552 -0.0809336 0.247767 0.431657 -0.346987 -0.202943 0.0413173 -0.659742 -0.413793 0.786646 0.798438 0.81644 0.736788 0.787209 0.792137 0.782589 -0.204135 0.292719 -0.0120648 -0.0561867 -0.0281532 0.189704 -0.297282 0.21647 -0.0236376 -0.119618 -0.023523 0.0247858 0.0211135 0.0360309 -0.037204 -0.00664098 -0.0414935 0.0247573 0.0712229 0.0654338 -0.0926414 -0.0421952 0.0489126 -0.0970272 -0.026247 -0.0266432 -0.00310857 -0.033828 0.0191236 0.30788 -0.0412115 -0.0137259 0.0226617 -0.00394235 -0.0554331 0.069011 -0.352085
21 0.0370443 -0.131671 -0.102517 0.123322 0.355613 -0.200596 -0.384193 -0.378535 -0.31494 -0.0334757 0.0698901 0.347929 0.839627 0.34693 -0.0816311 0.722331 -0.226625 -0.538536 -0.03776 0.884082 0.970247 1 0.582704 0.280766 0.486404 0.37078 0.645108 -0.0718056 -0.594184 -0.540461 -0.629915 0.78634 -0.577232 0.441784 -0.182153 0.215582 -0.674333 0.827733 -0.325095 -0.0702893 -0.303142 -0.320136 -0.175633 0.432683 0.434809 0.470478 0.325251 -0.119619 -0.0526616 -0.0123712 -0.261384 0.0693588 -0.0460369 -0.0617427 -0.0395584 -0.0614715 0.157589 0.147888 0.160895 0.14875 0.0124807 -0.111536 -0.268818 -0.250275 -0.0544376 0.0113568 -0.301486 0.386324 -0.278738 -0.342453 0.254506 0.0164806 0.194991 0.34403 -0.248098 -0.195818 0.0316814 -0.567694 -0.341591 0.772479 0.79141 0.819874 0.701674 0.758163 0.768565 0.754959 -0.147247 0.312538 0.00815654 0.0398768 0.0426337 0.23178 -0.315012 0.18483 -0.0255459 -0.13607 0.0341885 0.0484503 -0.0356834 0.0597674 0.00850528 0.0123255 -0.0358654 0.0484262 0.00681169 0.00453582 -0.0049023 -0.0457397 0.0635904 -0.0311847 0.0335678 -0.010085 -0.00384605 0.0200887 0.0642405 0.360947 0.00639926 0.0371719 0.00275819 0.00896318 0.0213778 0.0799176 -0.209272
22 -0.0596458 0.0425061 -0.254697 0.187614 0.300125 -0.0638999 -0.283795 -0.259693 -0.26179 -0.170552 -0.0306148 0.275407 0.674667 0.406372 -0.115485 0.497541 -0.288843 -0.428126 -0.0487005 0.662515 0.631809 0.582704 1 0.241819 0.332361 0.342168 0.500448 -0.150454 -0.533962 -0.389557 -0.444985 0.467831 -0.410753 0.453291 -0.0119093 -0.00285827 -0.430133 0.509603 -0.329555 -0.123377 -0.302342 -0.322862 0.0252933 0.461536 0.461145 0.479061 0.377827 -0.124831 -0.0577014 -0.11315 -0.328536 0.0264699 -0.121598 -0.128109 -0.109149 -0.116827 0.124555 0.124576 0.142296 0.139256 -0.0766366 -0.00130137 -0.136121 -0.0941441 0.147239 0.216936 -0.122249 0.367176 -0.165059 -0.330336 0.241735 -0.119903 0.275398 0.330997 -0.255423 -0.198165 0.0713375 -0.500944 -0.257508 0.592955 0.582241 0.563732 0.596117 0.62471 0.623167 0.625735 -0.146462 0.301961 0.000665642 -0.0752029 -0.0443124 0.227052 -0.184294 0.182702 0.0222241 -0.030314 -0.0212948 -0.0418377 0.0185114 -0.0324707 -0.0237105 -0.0352553 -0.0073386 -0.041825 0.00512355 0.00178295 -0.065196 0.0124266 0.0695378 -0.0341298 -0.0298108 -0.0201892 0.0274586 -0.0584091 0.0744308 0.226336 -0.0489171 -0.0119144 0.0385334 -0.00271235 -0.0930427 -0.000561875 -0.275391
23 -0.0172637 -0.0078497 -0.0485188 0.0398259 0.115036 -0.009754 -0.157399 -0.149668 -0.150975 -0.0507209 -0.00498979 0.126914 0.294296 0.16042 -0.0453222 0.195805 -0.118417 -0.189773 -0.0188895 0.291459 0.285071 0.280766 0.241819 1 0.157375 0.157049 0.217424 -0.0607632 -0.233486 -0.174845 -0.193001 0.206015 -0.205789 0.195235 -0.0257877 -0.00470624 -0.195473 0.22089 -0.0892847 -0.0774741 -0.0712278 -0.0823881 -0.00214426 0.164836 0.156504 0.184501 0.124066 -0.0480162 -0.0047032 -0.0346789 -0.108511 0.0141404 -0.0575383 -0.0618339 -0.051786 -0.0465889 0.0551761 0.0584341 0.0657697 0.0640248 -0.033186 0.00475785 -0.0462584 -0.0331115 0.0469882 0.0652049 -0.0458135 0.152858 -0.045513 -0.116157 0.101196 -0.0303719 0.0705582 0.142708 -0.0963831 -0.108377 0.0709247 -0.208115 -0.116969 0.26451 0.26605 0.264494 0.285267 0.284252 0.280116 0.291794 -0.0369809 0.165779 0.000333976 -0.0367724 -0.00673075 0.10361 -0.126488 0.0471476 -0.0152421 -0.0261308 -0.017855 0.0266512 0.0173388 0.0297427 -0.022959 0.0130461 -0.0192961 0.0266294 -0.0142874 -0.00966488 -0.00869762 -0.00142796 0.0201003 -0.00740542 -0.0146179 0.0153015 -0.00340216 -0.018051 0.0404042 0.0919374 -0.0239446 -0.0134251 -0.0024904 0.0159007 -0.00736444 0.0521431 -0.0908538
24 -0.0810333 -0.0558179 -0.115584 0.145204 0.0957981 -0.114006 -0.2653 -0.325159 -0.275577 0.0500258 -0.0687998 0.102379 0.457595 0.121574 -0.0466128 0.387464 -0.0351605 -0.265123 0.0451013 0.471825 0.510225 0.486404 0.332361 0.157375 1 0.183578 0.410829 -0.129259 -0.331082 -0.246081 -0.277707 0.350196 -0.270236 0.160919 -0.000694056 0.0874914 -0.301133 0.418952 -0.225152 -0.158028 -0.227261 -0.229779 -0.0661551 0.294815 0.289035 0.286817 0.256329 -0.142391 -0.101867 -0.0999349 -0.215975 -0.0356512 -0.182834 -0.215716 -0.210368 -0.21975 -0.00362095 -0.00579954 0.00402023 0.000762914 0.0270495 -0.0807388 -0.152965 -0.126169 0.0182399 0.0489559 -0.160409 0.316726 -0.186042 -0.257022 0.225555 -0.088444 0.115863 0.293729 -0.13555 -0.0100212 -0.00455331 -0.272709 -0.154047 0.38569 0.394353 0.402758 0.348689 0.380405 0.375321 0.386371 -0.139501 0.106766 0.0276639 -0.0762066 -0.041568 0.0807345 -0.0585297 0.231979 0.12975 0.0692299 -0.023858 0.0564436 0.0219877 0.0598377 -0.0336574 0.0139817 -0.0392377 0.0564242 0.0225161 0.00540145 -0.0263005 -0.000681544 0.0106424 -0.0189086 -0.0263144 -0.031721 -0.0110975 -0.0412107 -0.0251547 0.124029 -0.0352679 -0.0223378 0.0120691 -0.037363 -0.0631116 0.0726581 -0.155592
25 -0.0310017 0.0167189 -0.105901 0.104872 0.192692 -0.096372 -0.17401 -0.151255 -0.161562 -0.112755 -0.0146292 0.184079 0.415575 0.272645 -0.087386 0.310179 -0.18476 -0.309227 -0.0394129 0.409153 0.386707 0.37078 0.342168 0.157049 0.183578 1 0.48535 -0.0950801 -0.349844 -0.274873 -0.298007 0.274145 -0.294576 0.305407 -0.0471931 -0.0347537 -0.290131 0.29684 -0.184014 -0.089122 -0.176525 -0.185121 0.00493048 0.286072 0.281742 0.303646 0.236315 -0.0324069 0.0157533 -0.068696 -0.187012 -0.00908332 -0.0709805 -0.0911029 -0.0764453 -0.0862352 0.0461485 0.0450649 0.0548464 0.0516163 -0.00889664 -0.0631073 -0.101493 -0.0756844 0.0807681 0.123161 -0.0752073 0.234483 -0.130025 -0.190359 0.153133 -0.0515195 0.125294 0.212317 -0.157447 -0.105783 0.0954954 -0.312026 -0.212355 0.358853 0.350233 0.337649 0.406648 0.406617 0.393969 0.414794 -0.0707834 0.193407 0.0248509 -0.0561461 -0.041668 0.116137 -0.145936 0.0866428 -0.0289515 -0.0476365 -0.0276579 0.00496503 0.026791 0.00113878 -0.0305219 -0.0145019 -0.022621 0.0049543 0.000500713 0.0173897 -0.00847362 -0.0308186 0.0183966 -0.0264884 -0.0275587 -0.0108684 -0.0230867 -0.0101576 0.0293401 0.146851 -0.0305356 -0.0273786 -0.00185137 -0.0103499 -0.0247191 0.013385 -0.126345
26 -0.0830652 -0.0850882 -0.1518 0.213038 0.19903 -0.240113 -0.311167 -0.321663 -0.279458 -0.0296235 -0.0546259 0.255913 0.637928 0.29611 -0.11615 0.550871 -0.154112 -0.451792 0.0560743 0.653194 0.672891 0.645108 0.500448 0.217424 0.410829 0.48535 1 -0.159596 -0.515916 -0.420602 -0.466634 0.505405 -0.459954 0.363591 -0.0701323 0.0882391 -0.469152 0.565518 -0.310248 -0.150022 -0.312605 -0.317107 -0.122323 0.423256 0.427407 0.439971 0.341031 -0.0876916 -0.023505 -0.115195 -0.306512 -0.0575021 -0.145701 -0.183461 -0.18976 -0.226928 -0.0100398 -0.0180247 -0.00618392 -0.0131444 0.0854314 -0.177187 -0.264497 -0.223452 0.00463732 0.0692387 -0.247507 0.417056 -0.30506 -0.346473 0.263988 -0.100867 0.205077 0.37612 -0.227618 -0.0978966 0.0378815 -0.480767 -0.276986 0.524786 0.522881 0.522442 0.525327 0.553082 0.548282 0.560933 -0.178068 0.201889 0.022057 -0.092878 -0.073295 0.0856619 -0.152939 0.243604 0.0530623 -0.0301762 -0.0359002 0.0185069 0.0336183 0.0191956 -0.043461 -0.0143882 -0.0423495 0.0184801 0.00371729 0.0252896 -0.014047 -0.0563378 0.00978839 -0.0465287 -0.0376422 -0.022359 -0.0153967 -0.0415927 -0.013839 0.215107 -0.0328547 -0.0371508 0.00668943 -0.0191294 -0.0729589 0.0270467 -0.244553
27 0.947598 -0.0301393 0.322461 -0.376409 0.089711 0.196441 0.0864026 0.177726 0.135679 -0.0623541 0.936088 0.167862 -0.237807 -0.10696 -0.100297 -0.269043 -0.0480648 0.322453 -0.104566 -0.239824 -0.179348 -0.0718056 -0.150454 -0.0607632 -0.129259 -0.0950801 -0.159596 1 0.338314 0.169246 0.193371 -0.0817676 0.2914 -0.149753 -0.106928 0.0615066 0.0651086 -0.105032 0.279449 0.296114 0.302764 0.29616 0.114881 -0.390919 -0.399835 -0.359003 -0.374519 -0.0693827 -0.147096 0.940573 0.447706 0.705239 0.166621 0.181954 0.200883 0.224755 0.179225 0.179233 0.180473 0.185954 -0.180136 0.213034 0.249016 0.173078 -0.0399848 -0.0227504 0.0732583 -0.325804 0.262745 0.27781 -0.256353 0.881446 -0.149679 -0.321212 0.43178 -0.0037689 -0.104244 0.205804 0.215831 -0.128974 -0.112931 -0.0915993 -0.145623 -0.140766 -0.126045 -0.152945 0.188635 0.0150443 0.00351049 0.823481 0.641191 0.135848 -0.0557673 -0.116684 0.0330189 -0.046708 0.603291 -0.0169174 -0.582985 -0.0215914 0.612499 0.0955863 0.130179 -0.0169223 -0.0686251 -0.293683 0.278448 0.218965 0.053444 0.35568 0.493348 0.230118 0.119394 0.649896 0.227731 0.258567 0.631197 0.604611 -0.0867229 0.0735576 0.44777 -0.00950444 0.447582
28 0.162004 0.0550855 0.490241 -0.542139 -0.173611 0.314651 0.500219 0.454074 0.47109 0.0996902 0.124198 -0.319012 -0.791095 -0.519956 0.142378 -0.721648 0.244078 0.782408 -0.153178 -0.762811 -0.700648 -0.594184 -0.533962 -0.233486 -0.331082 -0.349844 -0.515916 0.338314 1 0.658129 0.668927 -0.392898 0.776212 -0.704801 -0.0688624 0.16517 0.450512 -0.468687 0.394305 0.4045 0.431809 0.428599 0.125217 -0.743634 -0.758609 -0.760905 -0.664957 -0.10306 -0.252611 0.276531 0.638899 0.102536 0.321532 0.34498 0.339325 0.357811 0.101664 0.0964148 0.077987 0.0798855 -0.181653 0.260282 0.379237 0.301393 -0.0867815 -0.186995 0.286002 -0.63101 0.454186 0.508422 -0.419225 0.215955 -0.368798 -0.568161 0.475236 0.224 -0.135174 0.8138 0.52898 -0.551187 -0.529074 -0.505287 -0.657433 -0.651208 -0.636166 -0.660542 0.45001 -0.238358 0.0506947 0.181985 0.132142 -0.0274011 0.153721 -0.262696 -0.0508693 0.0178006 0.0721441 0.0230239 -0.0669523 0.0157309 0.0742157 0.0512079 0.0309084 0.0230408 -0.108195 -0.159453 0.170463 0.0852724 -0.0353433 0.18925 0.0736161 0.00760361 0.012024 0.06614 0.0650091 -0.108993 0.0880217 0.0576895 -0.0429473 0.0265468 0.170169 -0.0273022 0.521877
29 0.0367058 0.172144 0.287046 -0.470762 -0.161913 0.54325 0.17432 0.147092 0.111317 0.197346 0.0122492 -0.27084 -0.59599 -0.460829 0.0886988 -0.685446 0.356652 0.729138 -0.0964612 -0.630681 -0.607506 -0.540461 -0.389557 -0.174845 -0.246081 -0.274873 -0.420602 0.169246 0.658129 1 0.94385 -0.618091 0.688964 -0.551198 0.25966 -0.240369 0.686921 -0.638025 0.254985 0.135101 0.278194 0.276771 0.326732 -0.514037 -0.572338 -0.550872 -0.417375 -0.0886941 -0.231236 0.154089 0.498524 0.160431 0.0443202 0.0950771 0.104924 0.15525 0.216049 0.238994 0.236484 0.254704 -0.481692 0.559828 0.510447 0.474279 0.163352 0.0517342 0.421747 -0.424876 0.589841 0.439828 -0.336275 0.0366478 -0.189424 -0.357694 0.35834 0.22092 -0.198128 0.692727 0.579607 -0.38194 -0.373183 -0.372968 -0.493321 -0.473241 -0.464784 -0.476193 0.208271 -0.0801202 0.160259 0.0697028 0.0729335 0.23148 0.230718 0.0924473 0.299908 0.272785 0.0349154 0.0241509 -0.0307334 0.0206244 0.0417386 0.0244384 0.00460377 0.0242468 -0.0758586 -0.137229 0.0563297 0.177066 -0.0116745 0.162643 0.0427623 -0.0222626 0.0408038 -0.0430074 0.180894 -0.0806039 0.00904169 0.0312821 -0.0123131 -0.0491253 0.0846077 -0.00454629 0.411096
30 0.0570313 0.100286 0.367356 -0.485574 -0.238 0.455558 0.120124 0.104092 0.0637849 0.271176 0.0334337 -0.252303 -0.683271 -0.544383 -0.0277566 -0.778309 0.445894 0.772722 0.0125804 -0.726852 -0.698825 -0.629915 -0.444985 -0.193001 -0.277707 -0.298007 -0.466634 0.193371 0.668927 0.94385 1 -0.764155 0.743622 -0.613016 0.301852 -0.323113 0.781541 -0.770668 0.391591 0.0958465 0.384355 0.399259 0.274784 -0.61743 -0.675269 -0.650214 -0.506235 -0.0709188 -0.207373 0.198067 0.569471 0.123412 -0.00326042 0.0489972 0.0543076 0.103953 0.119081 0.145893 0.14449 0.165483 -0.371028 0.460903 0.480449 0.434921 0.107324 -0.0173147 0.406579 -0.431515 0.534151 0.468166 -0.334928 0.0837539 -0.256124 -0.358295 0.431542 0.269688 -0.247505 0.737337 0.579807 -0.480513 -0.476076 -0.479659 -0.559759 -0.548436 -0.54533 -0.543068 0.219219 -0.121886 0.200716 0.0922858 0.0782119 0.137421 0.27003 0.120424 0.355186 0.32036 0.0492856 0.0416631 -0.0456603 0.041461 0.0499675 0.0418469 -0.000788155 0.0417605 -0.106023 -0.121094 0.0978746 0.114494 -0.0486956 0.147789 0.0558124 -0.0131201 0.0230481 -0.0265278 0.180091 -0.0864892 0.0238355 0.0383375 -0.0151707 -0.0508596 0.105062 -0.00230075 0.483366
31 -0.00341827 -0.0334125 -0.179972 0.21816 0.318947 -0.259676 0.0238177 -0.000112179 0.0939273 -0.218606 0.0155855 0.214941 0.679964 0.430598 0.0989373 0.735854 -0.38759 -0.570233 -0.186421 0.767383 0.791675 0.78634 0.467831 0.206015 0.350196 0.274145 0.505405 -0.0817676 -0.392898 -0.618091 -0.764155 1 -0.566232 0.403546 -0.328782 0.57448 -0.783251 0.952819 -0.479743 0.165955 -0.419148 -0.454813 -0.206025 0.455729 0.4893 0.498209 0.339087 -0.0637721 0.0132073 -0.0852229 -0.322304 -0.00124345 0.187889 0.149492 0.152557 0.101671 0.141639 0.105399 0.101111 0.073765 0.112203 -0.202805 -0.321506 -0.300526 -0.108234 0.0122051 -0.358113 0.263599 -0.330493 -0.328204 0.191501 -0.0432421 0.226569 0.199812 -0.307752 -0.211033 0.105565 -0.528741 -0.359562 0.593746 0.61401 0.642901 0.53633 0.578287 0.595202 0.565982 -0.054125 0.163784 -0.098173 -0.00604325 -0.011586 0.0946191 -0.294694 -0.0831491 -0.331323 -0.325909 -0.00903428 -0.00200011 0.00709464 0.00468686 -0.0154478 -0.00884485 -0.0108665 -0.00206689 0.0533129 0.0243527 -0.0377538 -0.0425422 0.0504149 -0.0501152 -0.010345 -0.00670667 -0.0100375 0.00534293 -0.0250507 0.269247 -0.00854722 -0.00381062 0.0102116 0.00470293 -0.0257314 0.0265218 -0.314675
32 0.145247 0.143811 0.388319 -0.517483 -0.158989 0.432601 0.273155 0.229405 0.201251 0.12885 0.116569 -0.230683 -0.651878 -0.51351 -0.0216384 -0.731221 0.301766 0.836195 0.0173158 -0.676394 -0.655319 -0.577232 -0.410753 -0.205789 -0.270236 -0.294576 -0.459954 0.2914 0.776212 0.688964 0.743622 -0.566232 1 -0.683759 0.055012 -0.0648619 0.535926 -0.587536 0.36581 0.247593 0.400139 0.396039 0.311824 -0.651515 -0.679283 -0.685845 -0.549231 -0.208485 -0.347141 0.271147 0.589934 0.141769 0.0816786 0.110466 0.1045 0.13063 0.146503 0.163304 0.156693 0.168566 -0.342229 0.40792 0.515445 0.456598 0.118024 0.0215556 0.398245 -0.475522 0.521646 0.438031 -0.340795 0.188014 -0.330223 -0.411146 0.521974 0.284883 -0.243642 0.676924 0.542054 -0.426423 -0.420068 -0.418599 -0.524035 -0.498276 -0.484807 -0.497748 0.407272 -0.0669762 0.181853 0.166796 0.137686 0.129327 0.157427 -0.0111692 0.194513 0.186776 0.062338 0.00155261 -0.0574089 -0.00429926 0.059857 0.0178658 0.0159578 0.00165925 -0.120239 -0.155618 0.16276 0.101692 -0.029599 0.189911 0.0572125 -0.0163885 0.0402853 0.0450044 0.172615 -0.0169501 0.0390101 0.05027 -0.0386766 -0.0267525 0.170034 -0.0438846 0.504235
33 -0.00521717 0.11324 -0.273293 0.255373 0.246308 -0.141225 -0.191837 0.00660952 -0.150372 -0.614405 0.0236047 0.293141 0.6404 0.860864 -0.0110834 0.412191 -0.728597 -0.636309 -0.385941 0.593842 0.490865 0.441784 0.453291 0.195235 0.160919 0.305407 0.363591 -0.149753 -0.704801 -0.551198 -0.613016 0.403546 -0.683759 1 0.0572881 -0.188599 -0.377654 0.391873 -0.238379 -0.116218 -0.189019 -0.224084 0.12995 0.540966 0.55436 0.571301 0.440857 0.251598 0.348907 -0.118756 -0.365472 0.00948584 -0.0550592 -0.0503749 -0.0153859 -0.0108562 0.0378806 0.0411995 0.0556493 0.0529427 0.0784626 -0.120347 -0.165075 -0.115207 0.240574 0.364552 -0.0722019 0.269805 -0.201967 -0.372643 0.280887 -0.105897 0.376777 0.208854 -0.335706 -0.353041 0.314148 -0.585531 -0.368058 0.439192 0.415732 0.386922 0.577505 0.539551 0.521459 0.540001 -0.39415 0.281963 -0.102799 -0.0595061 -0.040186 0.0636251 -0.183739 -0.0978671 -0.181421 -0.205941 -0.0300564 -0.0837128 0.0267233 -0.0821807 -0.0184184 -0.0713432 0.0155487 -0.083738 0.0505408 0.0805798 -0.100985 -0.0353615 0.0447569 -0.101047 -0.0375537 0.0316885 -0.0224126 0.0459908 -0.0168576 0.102644 -0.0294517 -0.0171276 0.0348779 0.018021 -0.0606542 -0.0379323 -0.331643
34 -0.106284 0.023287 -0.0175636 0.0382101 -0.0983214 -0.0528554 -0.107171 -0.101477 -0.156564 0.0122464 -0.110538 -0.111423 -0.0512863 0.00225937 -0.147322 -0.131891 0.0797569 0.110138 -0.0247978 -0.0922191 -0.152929 -0.182153 -0.0119093 -0.0257877 -0.000694056 -0.0471931 -0.0701323 -0.106928 -0.0688624 0.25966 0.301852 -0.328782 0.055012 0.0572881 1 -0.458843 0.653244 -0.328363 0.0586696 -0.158134 0.0120919 0.0342797 0.105171 -0.0170862 -0.0310146 -0.0778561 0.0340136 0.0922102 0.0841561 -0.0662017 0.0475921 -0.0365234 -0.127192 -0.105307 -0.109399 -0.106222 -0.0834355 -0.0714691 -0.067099 -0.0613507 0.0536228 0.010686 0.0235583 0.0471916 0.114043 0.120452 0.0570848 0.0442126 -0.0282905 -0.0634864 0.104091 -0.193771 0.296395 0.0400469 -0.012832 0.05055 -0.190693 0.0958442 0.0806158 -0.0897419 -0.105604 -0.130966 -0.12985 -0.128463 -0.141178 -0.118039 -0.266375 -0.167125 0.0385528 -0.113092 -0.0953966 -0.0702932 0.335215 0.263826 0.384343 0.318376 -0.0582758 -0.0416855 0.0581427 -0.0412872 -0.0546395 -0.0485957 -0.016199 -0.0415919 -0.0126548 0.035396 -0.0410568 0.00449522 -0.0154465 -0.038961 -0.0591449 -0.0128667 0.0434204 -0.113279 0.00538433 -0.182148 -0.097603 -0.0555157 0.0103459 -0.0237103 -0.0802463 -0.0326362 -0.044906
35 0.0217694 -0.08404 0.0985256 0.0274966 0.0108215 -0.241042 0.346521 0.223254 0.393076 0.0862026 0.0141909 -0.0458762 0.028782 -0.0970858 0.154531 0.309541 0.0528208 -0.0681281 0.0362285 0.14132 0.189704 0.215582 -0.00285827 -0.00470624 0.0874914 -0.0347537 0.0882391 0.0615066 0.16517 -0.240369 -0.323113 0.57448 -0.0648619 -0.188599 -0.458843 1 -0.460277 0.551471 -0.273258 0.38467 -0.233761 -0.248526 -0.243825 -0.0206744 0.0241012 0.0215992 -0.0621995 0.00654458 0.0284408 0.0337707 0.0020098 -0.0669742 0.253236 0.202426 0.163682 0.100296 -0.0313927 -0.0731107 -0.0936009 -0.120999 0.18694 -0.240846 -0.211352 -0.240251 -0.294382 -0.199026 -0.351945 -0.0237961 -0.246808 -0.0470159 -0.0296356 0.0171241 0.0421775 -0.0740164 0.0256885 0.107069 -0.208433 -0.0795104 -0.0777386 0.0536165 0.0789377 0.11491 -0.0646699 -0.018203 0.00984282 -0.034605 0.177062 -0.162066 0.0326377 0.0653975 -0.00204811 -0.138003 0.0467611 -0.0505803 -0.201366 -0.117826 0.029535 0.0470355 -0.0315679 0.0489229 0.0029139 0.0132299 -0.0329811 0.0470031 -0.0132986 -0.040732 0.0973517 -0.0527368 -0.0195768 0.0448842 0.0311813 -0.0243184 -0.0159629 -0.00189476 -0.0352247 0.163265 0.0220707 0.0161397 -0.0248621 -0.0271066 0.0247917 0.0210866 -0.0714826
36 -0.029409 0.0546225 0.234502 -0.263275 -0.282806 0.206008 0.108711 0.0974184 0.0309087 0.145572 -0.054857 -0.306912 -0.620097 -0.368812 -0.0547763 -0.671351 0.315527 0.580787 0.00676244 -0.669757 -0.693847 -0.674333 -0.430133 -0.195473 -0.301133 -0.290131 -0.469152 0.0651086 0.450512 0.686921 0.781541 -0.783251 0.535926 -0.377654 0.653244 -0.460277 1 -0.825569 0.385345 -0.0387875 0.34659 0.373061 0.205211 -0.469973 -0.497632 -0.530752 -0.354303 0.0860715 -0.00677258 0.0813165 0.399166 0.00364959 -0.0306306 0.013427 0.0048051 0.0336922 -0.0621473 -0.0411879 -0.0457687 -0.0312981 -0.0835299 0.199883 0.300671 0.27964 0.0919008 0.0111261 0.304664 -0.319677 0.293656 0.29607 -0.171329 -0.048465 -0.0339022 -0.272518 0.284163 0.222579 -0.244735 0.579732 0.411551 -0.529974 -0.536418 -0.552233 -0.561065 -0.57862 -0.590274 -0.571027 -0.000266463 -0.254586 0.102635 -0.00283514 -0.00256205 -0.0899905 0.384513 0.099945 0.348949 0.339585 -0.00630097 -0.000685136 0.00821108 -0.0024327 0.0014123 0.00617535 0.0068984 -0.000601314 -0.0772536 -0.0419676 0.0604155 0.0464053 -0.0450305 0.0650772 -0.00140172 -0.00289429 0.0155785 -0.0599365 0.0641044 -0.206577 -0.0262302 -0.012159 -0.00747549 -0.019857 0.00872613 -0.029511 0.295581
37 -0.02138 -0.0750447 -0.195774 0.260435 0.286038 -0.291497 -0.109095 -0.158146 -0.0628962 -0.13697 8.45711e-05 0.231508 0.725697 0.381856 0.0657831 0.76924 -0.313672 -0.578217 -0.08617 0.798023 0.838513 0.827733 0.509603 0.22089 0.418952 0.29684 0.565518 -0.105032 -0.468687 -0.638025 -0.770668 0.952819 -0.587536 0.391873 -0.328363 0.551471 -0.825569 1 -0.468501 0.0335698 -0.422219 -0.450405 -0.219706 0.501182 0.529531 0.535408 0.389744 -0.0934118 -0.0114298 -0.101546 -0.37776 -0.0265961 0.0739736 0.0266236 0.0304719 -0.016995 0.0634301 0.0315323 0.0324331 0.0102003 0.142117 -0.243333 -0.355283 -0.327312 -0.105913 0.00182448 -0.382063 0.368837 -0.383615 -0.397892 0.255793 -0.0554897 0.227437 0.306051 -0.311954 -0.175956 0.0944274 -0.552943 -0.380608 0.607884 0.62664 0.65361 0.545806 0.591401 0.608061 0.58417 -0.129671 0.146308 -0.0877519 -0.0250238 -0.0296814 0.062048 -0.258602 0.0283641 -0.224792 -0.251442 -0.0031419 0.00454762 0.000171417 0.0111371 -0.0162758 -0.0126557 -0.0216186 0.00447179 0.062552 0.0219938 -0.03929 -0.0402253 0.0439656 -0.047471 -0.00538562 -0.01511 -0.0068153 0.00656827 -0.0616258 0.251585 -0.00306331 0.00042387 0.0130994 5.72955e-06 -0.0459483 0.0324198 -0.339109
38 0.232603 -0.449461 0.403862 -0.341788 -0.110808 0.0624529 -0.207123 -0.00883212 -0.105174 0.186056 0.218489 -0.0610609 -0.558566 -0.37595 -0.179504 -0.576369 0.183389 0.450139 0.0173118 -0.559906 -0.406909 -0.325095 -0.329555 -0.0892847 -0.225152 -0.184014 -0.310248 0.279449 0.394305 0.254985 0.391591 -0.479743 0.36581 -0.238379 0.0586696 -0.273258 0.385345 -0.468501 1 0.0175582 0.922395 0.975726 -0.245447 -0.730488 -0.710138 -0.671909 -0.655679 0.176533 0.101851 0.274185 0.484043 0.0921075 0.0720343 0.122675 0.14801 0.191204 -0.0562778 -0.0377861 -0.0357915 -0.0238412 0.076011 0.00665277 0.0202731 -0.0784844 -0.406019 -0.476415 -0.0229359 -0.549793 0.174746 0.568247 -0.416137 0.323788 -0.384365 -0.517377 0.345628 -0.0216574 -0.0691082 0.516654 0.235442 -0.381107 -0.369429 -0.354347 -0.346208 -0.398385 -0.417172 -0.409903 0.0956705 -0.121893 -0.0475169 0.241561 0.212398 -0.117823 -0.0506435 -0.29737 0.0357821 -0.034064 0.0708607 0.0403565 -0.0658423 0.0350761 0.0873673 0.0894771 0.0653268 0.0403513 -0.0765432 -0.0408476 0.11402 -0.0246864 0.00680098 0.0619542 0.0685466 0.0681414 0.00271077 0.14794 0.0919085 -0.0783341 0.116826 0.0694856 -0.0292809 0.0678108 0.237638 0.0235553 0.525407
39 0.247567 0.154911 0.284991 -0.378077 0.208212 0.17318 0.56084 0.761891 0.772086 -0.221207 0.24516 0.0822557 -0.199891 0.0633773 -0.0735585 -0.168919 -0.185475 0.241919 -0.263166 -0.125093 -0.150079 -0.0702893 -0.123377 -0.0774741 -0.158028 -0.089122 -0.150022 0.296114 0.4045 0.135101 0.0958465 0.165955 0.247593 -0.116218 -0.158134 0.38467 -0.0387875 0.0335698 0.0175582 1 0.0753598 0.0453376 0.0715793 -0.405965 -0.38728 -0.311453 -0.407394 0.0183503 -0.0119908 0.296652 0.485712 0.254107 0.44614 0.463689 0.459538 0.432881 0.411112 0.392696 0.372929 0.354396 -0.250205 0.253208 0.241604 0.155482 -0.12241 -0.0172739 -0.0299249 -0.592355 0.266194 0.431653 -0.394902 0.194621 0.0262384 -0.625318 0.205946 -0.102978 -0.269063 0.0913835 0.173818 0.104735 0.11195 0.114327 0.0271806 0.0435976 0.0628411 0.00191073 0.428612 0.138444 0.117237 0.2762 0.208717 0.279724 -0.0759889 -0.285998 -0.276717 -0.184009 0.0936479 0.0206761 -0.09298 0.0380054 0.0762491 0.0249628 0.0099979 0.0207405 -0.110155 -0.106932 0.120305 0.0286017 0.0337265 0.11121 0.0882762 0.0435495 0.0397613 0.039994 0.410489 0.34728 0.0476393 0.0921455 0.0126227 -0.0321069 0.238061 0.0142115 0.304583
40 0.258529 -0.349128 0.429002 -0.446714 -0.0138483 0.184849 -0.132457 0.0744285 -0.0502421 0.0647091 0.247784 -0.0159122 -0.537577 -0.302571 -0.159704 -0.630789 0.0678572 0.511868 -0.07877 -0.544727 -0.398902 -0.303142 -0.302342 -0.0712278 -0.227261 -0.176525 -0.312605 0.302764 0.431809 0.278194 0.384355 -0.419148 0.400139 -0.189019 0.0120919 -0.233761 0.34659 -0.422219 0.922395 0.0753598 1 0.983217 -0.131836 -0.748806 -0.729922 -0.670848 -0.685771 0.147441 0.0523585 0.288099 0.522627 0.151871 0.1416 0.205868 0.240523 0.28804 0.072434 0.091293 0.0926204 0.103824 -0.0372495 0.129914 0.131429 0.0374649 -0.297034 -0.375954 0.0969665 -0.616459 0.304843 0.56582 -0.418676 0.315631 -0.324884 -0.576574 0.325699 -0.122606 -0.014497 0.516004 0.254316 -0.320842 -0.308191 -0.293843 -0.296466 -0.352589 -0.371566 -0.368685 0.159045 -0.0433115 -0.105417 0.243357 0.224278 -0.00139883 -0.115241 -0.375453 -0.0121126 -0.0786424 0.0641726 0.0109106 -0.0595078 0.00306385 0.0848569 0.0691928 0.0794838 0.0109077 -0.0803666 -0.0813205 0.125047 0.0191364 0.0434311 0.102779 0.0614161 0.0540646 0.0217082 0.143642 0.167487 -0.0564793 0.108284 0.0674556 -0.0267532 0.0753684 0.253158 0.0129749 0.556032
41 0.248099 -0.409331 0.432427 -0.407565 -0.0670808 0.124879 -0.169762 0.0314779 -0.0794202 0.132139 0.235457 -0.0407591 -0.562485 -0.351812 -0.171429 -0.618737 0.133321 0.497741 -0.0328851 -0.565654 -0.411925 -0.320136 -0.322862 -0.0823881 -0.229779 -0.185121 -0.317107 0.29616 0.428599 0.276771 0.399259 -0.454813 0.396039 -0.224084 0.0342797 -0.248526 0.373061 -0.450405 0.975726 0.0453376 0.983217 1 -0.191512 -0.760733 -0.740135 -0.689721 -0.690638 0.166206 0.0783819 0.286049 0.518062 0.122507 0.110574 0.169001 0.199961 0.246037 0.00682266 0.0256425 0.0273743 0.0390964 0.0208631 0.0695931 0.0780192 -0.02047 -0.359451 -0.434829 0.0368308 -0.595545 0.24419 0.576268 -0.42281 0.322726 -0.358533 -0.55904 0.343102 -0.0720643 -0.0463956 0.531333 0.253449 -0.361122 -0.348497 -0.333166 -0.33392 -0.388241 -0.407184 -0.402094 0.132348 -0.0888155 -0.0738275 0.244932 0.219396 -0.0624745 -0.0770188 -0.337799 0.0185641 -0.0505611 0.068268 0.0264688 -0.0635139 0.0197084 0.0864298 0.0797728 0.0721291 0.026465 -0.0800554 -0.0651275 0.124675 -0.00180025 0.0248162 0.0870432 0.0656518 0.0594545 0.0119401 0.144667 0.133427 -0.0670439 0.113485 0.0688683 -0.0289061 0.0709558 0.248832 0.018707 0.552777
42 0.0866663 0.845514 0.0464153 -0.396829 0.205351 0.610373 0.297363 0.213217 0.0564418 -0.572482 0.0885778 0.0484079 0.111539 0.366254 0.102682 -0.337069 -0.410049 0.301448 -0.382451 -0.00830838 -0.207966 -0.175633 0.0252933 -0.00214426 -0.0661551 0.00493048 -0.122323 0.114881 0.125217 0.326732 0.274784 -0.206025 0.311824 0.12995 0.105171 -0.243825 0.205211 -0.219706 -0.245447 0.0715793 -0.131836 -0.191512 1 0.11436 0.0351446 0.036381 0.127281 -0.256466 -0.343677 0.119874 0.184203 0.227731 -0.0272428 0.0076768 0.0404711 0.100801 0.335532 0.361017 0.376983 0.39887 -0.55269 0.571629 0.853342 0.895145 0.928681 0.889954 0.768109 0.0400101 0.659588 -0.196161 0.134604 -0.044686 0.187965 0.0850979 0.226593 -0.00209739 0.138363 0.111577 0.274673 0.0742821 0.0619316 0.0332969 0.0870377 0.0983724 0.105462 0.107422 0.0906627 0.265488 0.009298 0.0414212 0.0562514 0.402334 0.030284 0.0776935 0.148695 0.15521 0.043132 -0.0758456 -0.0401998 -0.0881002 0.0533426 -0.0544841 0.0431429 -0.0757867 -0.11421 -0.182214 0.068495 0.191057 0.0566628 0.190574 0.0320686 -0.00185654 0.0548902 0.0305081 0.159223 0.068962 0.0110004 0.0521404 -0.0103332 0.00417052 0.0148824 -0.0577348 0.140651
43 -0.266341 0.283067 -0.700596 0.638071 0.146331 -0.137306 -0.139291 -0.255326 -0.232616 -0.25641 -0.248273 0.104055 0.734326 0.553706 0.183922 0.702579 -0.328718 -0.737349 -0.00889719 0.710212 0.57489 0.432683 0.461536 0.164836 0.294815 0.286072 0.423256 -0.390919 -0.743634 -0.514037 -0.61743 0.455729 -0.651515 0.540966 -0.0170862 -0.0206744 -0.469973 0.501182 -0.730488 -0.405965 -0.748806 -0.760733 0.11436 1 0.985358 0.935616 0.917024 -0.112793 -0.000519451 -0.416894 -0.843234 -0.150383 -0.234132 -0.275851 -0.285236 -0.302749 -0.0703006 -0.0801192 -0.0715706 -0.0745228 0.0512047 -0.1443 -0.219913 -0.0985111 0.352469 0.418905 -0.0692695 0.732678 -0.312206 -0.655016 0.496241 -0.3439 0.383023 0.691258 -0.509434 -0.111318 0.283895 -0.679692 -0.428801 0.45515 0.437602 0.416538 0.514956 0.520259 0.518658 0.529994 -0.357763 0.136608 -0.136574 -0.309864 -0.225612 0.0311149 -0.0814512 0.213766 -0.0704228 -0.0201951 -0.114895 -0.10759 0.111092 -0.113902 -0.0982561 -0.117687 -0.0181919 -0.107679 0.184367 0.144632 -0.250549 0.0123075 0.0376777 -0.17455 -0.119181 -0.0380781 -0.0173143 -0.0832193 -0.256921 -0.0774482 -0.106779 -0.094368 0.0430806 0.00172086 -0.306617 -0.0496311 -0.706667
44 -0.273558 0.205665 -0.736244 0.702032 0.130237 -0.205056 -0.14887 -0.24826 -0.22088 -0.23732 -0.255574 0.098441 0.720013 0.540233 0.174132 0.744358 -0.323516 -0.760318 -1.32711e-05 0.709954 0.587353 0.434809 0.461145 0.156504 0.289035 0.281742 0.427407 -0.399835 -0.758609 -0.572338 -0.675269 0.4893 -0.679283 0.55436 -0.0310146 0.0241012 -0.497632 0.529531 -0.710138 -0.38728 -0.729922 -0.740135 0.0351446 0.985358 1 0.931155 0.907652 -0.089479 0.0354062 -0.425627 -0.870198 -0.175108 -0.216075 -0.265339 -0.281151 -0.30773 -0.0985178 -0.112587 -0.107026 -0.113522 0.112503 -0.203046 -0.295634 -0.180545 0.266042 0.356581 -0.159478 0.705466 -0.383348 -0.632071 0.479175 -0.345743 0.393956 0.650295 -0.538564 -0.126037 0.250093 -0.714277 -0.465451 0.445262 0.427263 0.407003 0.505093 0.505651 0.500727 0.509577 -0.373873 0.107507 -0.139712 -0.30949 -0.231474 -0.0142817 -0.0719416 0.185028 -0.0939154 -0.0386625 -0.117142 -0.112012 0.112281 -0.115948 -0.103292 -0.124311 -0.0214368 -0.112104 0.195653 0.164169 -0.255696 -0.00688114 0.0341709 -0.192301 -0.123927 -0.0421929 -0.0139535 -0.0987584 -0.251317 -0.0654682 -0.115107 -0.0965611 0.0517766 -0.000957857 -0.31417 -0.0516012 -0.738424
45 -0.22671 0.199644 -0.655573 0.596825 0.192196 -0.141787 -0.166411 -0.209489 -0.197031 -0.240725 -0.201945 0.179035 0.722127 0.562732 0.131297 0.706446 -0.341891 -0.77535 -0.0127012 0.713892 0.601575 0.470478 0.479061 0.184501 0.286817 0.303646 0.439971 -0.359003 -0.760905 -0.550872 -0.650214 0.498209 -0.685845 0.571301 -0.0778561 0.0215992 -0.530752 0.535408 -0.671909 -0.311453 -0.670848 -0.689721 0.036381 0.935616 0.931155 1 0.836821 -0.056361 0.0564913 -0.382821 -0.812283 -0.110108 -0.18664 -0.224063 -0.231204 -0.250406 -0.00576928 -0.0179029 -0.0103157 -0.0148283 0.0376952 -0.127088 -0.243321 -0.13924 0.255114 0.342391 -0.133109 0.645324 -0.304244 -0.550793 0.41649 -0.299508 0.366604 0.594433 -0.51459 -0.178452 0.266812 -0.724241 -0.446176 0.496774 0.479402 0.460033 0.570781 0.56609 0.563207 0.568053 -0.331904 0.177528 -0.136013 -0.271442 -0.181456 0.0826607 -0.137819 0.163751 -0.110196 -0.0609317 -0.0986285 -0.105223 0.0933117 -0.106311 -0.0837402 -0.112813 -0.0124123 -0.105323 0.164987 0.126076 -0.236148 0.0119418 0.0593556 -0.161881 -0.104789 -0.0336875 -0.0122444 -0.0844217 -0.162082 -0.00499044 -0.0952859 -0.0766917 0.0565734 0.000743444 -0.274949 -0.0344512 -0.666059
46 -0.263348 0.269767 -0.689904 0.614156 0.111515 -0.105823 -0.123578 -0.253302 -0.227617 -0.198798 -0.250863 0.0428571 0.627917 0.458412 0.171625 0.609838 -0.250394 -0.629577 0.0284706 0.603701 0.467803 0.325251 0.377827 0.124066 0.256329 0.236315 0.341031 -0.374519 -0.664957 -0.417375 -0.506235 0.339087 -0.549231 0.440857 0.0340136 -0.0621995 -0.354303 0.389744 -0.655679 -0.407394 -0.685771 -0.690638 0.127281 0.917024 0.907652 0.836821 1 -0.107598 -0.0151703 -0.40404 -0.798461 -0.143511 -0.238752 -0.275419 -0.292151 -0.30931 -0.079369 -0.0862245 -0.0798339 -0.0812688 0.0389775 -0.114124 -0.176227 -0.0620507 0.341811 0.39856 -0.0402355 0.679733 -0.268206 -0.593033 0.450024 -0.338324 0.348987 0.643058 -0.458937 -0.0793139 0.22937 -0.589362 -0.370053 0.367469 0.349717 0.328844 0.42033 0.423519 0.418372 0.430964 -0.342054 0.0679322 -0.143164 -0.299167 -0.214391 0.0195344 -0.0350807 0.226309 -0.0217086 0.0325528 -0.107894 -0.123644 0.104459 -0.132609 -0.0881169 -0.128941 -0.0111104 -0.123728 0.184978 0.138454 -0.246259 0.0203541 0.0458583 -0.164598 -0.113213 -0.0441598 -0.0125764 -0.0885755 -0.25046 -0.112392 -0.1028 -0.0842864 0.0412641 0.0129361 -0.310927 -0.0609782 -0.661582
47 -0.0371653 -0.225673 0.168451 0.0100766 -0.156372 -0.27999 -0.0105611 0.0827702 0.0599435 0.00694946 -0.0404823 -0.0670172 -0.150325 0.0975072 0.062635 -0.0250777 -0.020684 -0.197515 -0.0674893 -0.13322 -0.133025 -0.119619 -0.124831 -0.0480162 -0.142391 -0.0324069 -0.0876916 -0.0693827 -0.10306 -0.0886941 -0.0709188 -0.0637721 -0.208485 0.251598 0.0922102 0.00654458 0.0860715 -0.0934118 0.176533 0.0183503 0.147441 0.166206 -0.256466 -0.112793 -0.089479 -0.056361 -0.107598 1 0.899187 -0.0486112 0.0448225 -0.108397 0.0172417 0.0183918 0.0349328 0.030389 -0.225279 -0.222216 -0.216991 -0.217117 0.309793 -0.268204 -0.255843 -0.271499 -0.263706 -0.214329 -0.228431 -0.0240437 -0.211314 0.0592428 -0.043433 -0.0206021 0.0215613 -0.0545902 -0.100378 -0.0827092 0.0810653 -0.0187918 -0.0796801 -0.215376 -0.227195 -0.231294 -0.145892 -0.184109 -0.195568 -0.178667 -0.185734 -0.161824 -0.0649745 -0.0498801 -0.043734 -0.265353 0.123335 -0.101208 -0.0497785 -0.00492443 -0.025882 -0.0150831 0.0252211 -0.0137721 -0.0215103 0.00232813 0.0101371 -0.0150904 0.00327868 0.0452042 0.0266379 -0.0944085 -0.0235675 -0.0439546 -0.0197908 0.0239595 -0.0440252 0.0069321 -0.12369 -0.183811 -0.00429904 -0.0363836 -0.00332415 0.0172933 -0.0244997 -0.028675 -0.0225354
48 -0.0901906 -0.2685 0.075215 0.158998 -0.179123 -0.404453 -0.0505869 0.032878 0.0331101 0.0207599 -0.0910702 -0.0649266 -0.0419179 0.16483 0.0391924 0.126396 -0.0266209 -0.346299 -0.000718779 -0.0178479 -0.040604 -0.0526616 -0.0577014 -0.0047032 -0.101867 0.0157533 -0.023505 -0.147096 -0.252611 -0.231236 -0.207373 0.0132073 -0.347141 0.348907 0.0841561 0.0284408 -0.00677258 -0.0114298 0.101851 -0.0119908 0.0523585 0.0783819 -0.343677 -0.000519451 0.0354062 0.0564913 -0.0151703 0.899187 1 -0.116042 -0.0837831 -0.17629 -0.0236756 -0.0292072 -0.0253159 -0.0435924 -0.305293 -0.305006 -0.302862 -0.307542 0.412536 -0.392638 -0.393025 -0.39834 -0.313671 -0.237254 -0.343868 0.0759356 -0.372906 -0.0256479 0.0215092 -0.0731088 0.0648842 0.0288485 -0.19402 -0.0930133 0.0964506 -0.154557 -0.189994 -0.148058 -0.166749 -0.17769 -0.0556202 -0.0911265 -0.0990521 -0.0800671 -0.211956 -0.132022 -0.0141369 -0.0916677 -0.0915252 -0.335809 0.121801 -0.0657291 -0.0825792 -0.0159614 -0.0447977 -0.00843893 0.0426192 -0.00519282 -0.043936 -0.0104527 -0.00627967 -0.0084576 0.0228369 0.0921773 0.00403238 -0.13681 -0.0420151 -0.0927658 -0.0373522 0.0273086 -0.0581808 -0.00604451 -0.188812 -0.180489 -0.0263051 -0.0557974 0.00428358 0.00293828 -0.0669444 -0.026429 -0.150558
49 0.885178 -0.0313162 0.402799 -0.420761 0.068251 0.143024 0.0326982 0.125708 0.0803479 -0.0499511 0.876719 0.166072 -0.183239 -0.0979121 -0.140072 -0.251983 -0.0353174 0.315424 -0.0880781 -0.192121 -0.1346 -0.0123712 -0.11315 -0.0346789 -0.0999349 -0.068696 -0.115195 0.940573 0.276531 0.154089 0.198067 -0.0852229 0.271147 -0.118756 -0.0662017 0.0337707 0.0813165 -0.101546 0.274185 0.296652 0.288099 0.286049 0.119874 -0.416894 -0.425627 -0.382821 -0.40404 -0.0486112 -0.116042 1 0.518677 0.649883 0.126421 0.145398 0.1665 0.186787 0.157421 0.16198 0.165577 0.170143 -0.144821 0.180485 0.242014 0.163943 -0.0317652 -0.0102877 0.0617229 -0.301722 0.228568 0.247921 -0.213677 0.822669 -0.126568 -0.298023 0.451419 0.0164875 -0.147067 0.180585 0.211766 -0.087601 -0.0727671 -0.0519029 -0.104493 -0.0913464 -0.077435 -0.0977249 0.160167 0.0409562 0.0640102 0.823993 0.632829 0.125358 -0.0408777 -0.0533252 0.078799 -0.0173114 0.664823 0.0625685 -0.644915 0.0668479 0.62783 0.132561 0.0842613 0.0626537 -0.202601 -0.296137 0.395155 0.106021 0.0168274 0.358307 0.562974 0.224878 0.119612 0.570471 0.272298 0.327097 0.616365 0.643698 -0.106089 0.041544 0.407445 0.0428784 0.471028
50 0.332564 0.0207112 0.8107 -0.803452 -0.0472036 0.237168 0.19192 0.304539 0.244876 0.00964631 0.322658 0.0119351 -0.488651 -0.29008 -0.183225 -0.634581 0.099233 0.668954 -0.149424 -0.49635 -0.434077 -0.261384 -0.328536 -0.108511 -0.215975 -0.187012 -0.306512 0.447706 0.638899 0.498524 0.569471 -0.322304 0.589934 -0.365472 0.0475921 0.0020098 0.399166 -0.37776 0.484043 0.485712 0.522627 0.518062 0.184203 -0.843234 -0.870198 -0.812283 -0.798461 0.0448225 -0.0837831 0.518677 1 0.251343 0.241777 0.285895 0.309275 0.337112 0.208563 0.221928 0.218455 0.223137 -0.191095 0.272666 0.41336 0.310945 -0.0414244 -0.0953073 0.239122 -0.620961 0.427835 0.481095 -0.355011 0.354106 -0.240683 -0.577826 0.554555 0.0954168 -0.21013 0.560193 0.432499 -0.270368 -0.253421 -0.238533 -0.326455 -0.309172 -0.299379 -0.307344 0.363587 0.043215 0.200503 0.35474 0.26551 0.129988 0.0352935 -0.141536 0.0769729 0.000381052 0.165655 0.108098 -0.159458 0.113857 0.1463 0.115882 0.0143922 0.108268 -0.27755 -0.217786 0.331355 0.011024 -0.0414164 0.246257 0.173381 0.0523659 0.00689276 0.139561 0.322525 0.217844 0.140323 0.144149 -0.0635838 -0.0118227 0.350191 0.0498381 0.737957
51 0.741593 0.105828 0.0762812 -0.30845 0.381759 0.377726 -0.00983405 0.114361 0.053594 -0.11416 0.740602 0.201737 -0.00511632 0.0448244 -0.117476 -0.130849 -0.145705 0.178813 -0.143588 -0.0245591 -0.000973544 0.0693588 0.0264699 0.0141404 -0.0356512 -0.00908332 -0.0575021 0.705239 0.102536 0.160431 0.123412 -0.00124345 0.141769 0.00948584 -0.0365234 -0.0669742 0.00364959 -0.0265961 0.0921075 0.254107 0.151871 0.122507 0.227731 -0.150383 -0.175108 -0.110108 -0.143511 -0.108397 -0.17629 0.649883 0.251343 1 0.119417 0.153327 0.187211 0.227643 0.489233 0.498325 0.510626 0.519497 -0.453404 0.472893 0.352669 0.297273 0.12482 0.139539 0.18366 -0.269325 0.433536 0.271325 -0.216897 0.576363 0.00540272 -0.258414 0.141311 -0.172297 -0.0492234 0.00196598 0.178772 0.185236 0.19933 0.210534 0.157584 0.154403 0.170758 0.130197 0.194229 0.249467 -0.0698413 0.6836 0.661092 0.496091 -0.247299 -0.104931 0.000213208 -0.0996174 0.533115 -0.0369588 -0.509518 -0.0420035 0.572641 0.0952942 0.168865 -0.0369343 0.0134965 -0.257229 0.00351032 0.40464 0.29744 0.282283 0.474966 0.190509 0.205732 0.426453 0.403768 0.313736 0.458568 0.60734 -0.0470572 0.0540665 0.343477 0.0642985 0.29424
52 0.139745 0.0287508 0.165415 -0.235496 0.193522 0.0855512 0.377215 0.477197 0.481487 -0.178553 0.127357 -0.0379188 -0.181629 0.0553275 0.0927349 -0.135162 -0.195793 0.109495 -0.293683 -0.123515 -0.103144 -0.0460369 -0.121598 -0.0575383 -0.182834 -0.0709805 -0.145701 0.166621 0.321532 0.0443202 -0.00326042 0.187889 0.0816786 -0.0550592 -0.127192 0.253236 -0.0306306 0.0739736 0.0720343 0.44614 0.1416 0.110574 -0.0272428 -0.234132 -0.216075 -0.18664 -0.238752 0.0172417 -0.0236756 0.126421 0.241777 0.119417 1 0.902589 0.828879 0.754346 0.412951 0.358094 0.317465 0.286019 -0.0769707 0.138999 0.10161 0.0550945 -0.120792 -0.10495 0.0423797 -0.428759 0.187065 0.284558 -0.266795 0.11727 -0.0305504 -0.426437 0.0326876 -0.179294 0.0340746 0.152088 0.09199 -0.0277342 -0.0131429 0.00177903 -0.0513522 -0.0666836 -0.0618402 -0.0919154 0.232972 -0.0132233 -0.0941915 0.126159 0.103744 0.141053 -0.172848 -0.429935 -0.375616 -0.328306 0.0182987 -0.0260274 -0.0172194 -0.0293522 0.014477 -0.0190369 0.00660071 -0.0260415 -0.0577906 -0.0214577 0.0412305 -0.028102 0.0400647 0.0152069 0.0202419 0.0207135 0.00881026 0.0411658 0.152838 0.0825153 0.0186203 0.0176408 -0.0166061 0.0367768 0.13135 -0.0279499 0.171878
53 0.156336 0.0518874 0.194133 -0.297287 0.227602 0.144952 0.376642 0.502762 0.489271 -0.200248 0.145724 -0.0233743 -0.199058 0.0644141 0.0784728 -0.19756 -0.213909 0.146206 -0.329879 -0.149444 -0.130047 -0.0617427 -0.128109 -0.0618339 -0.215716 -0.0911029 -0.183461 0.181954 0.34498 0.0950771 0.0489972 0.149492 0.110466 -0.0503749 -0.105307 0.202426 0.013427 0.0266236 0.122675 0.463689 0.205868 0.169001 0.0076768 -0.275851 -0.265339 -0.224063 -0.275419 0.0183918 -0.0292072 0.145398 0.285895 0.153327 0.902589 1 0.936927 0.866275 0.451776 0.433638 0.393614 0.361995 -0.129275 0.203801 0.1593 0.107189 -0.0935874 -0.0934943 0.10525 -0.479738 0.261775 0.330668 -0.310523 0.135595 -0.0522391 -0.467769 0.0446983 -0.216019 0.0619798 0.189123 0.113302 -0.0260533 -0.01038 0.00469204 -0.0364731 -0.0584549 -0.0553487 -0.0835019 0.253945 0.0279583 -0.0946078 0.146459 0.122851 0.196263 -0.199295 -0.468326 -0.392256 -0.33596 0.023234 -0.0299181 -0.0220342 -0.0327622 0.0230186 -0.0143028 0.0145202 -0.0299198 -0.078534 -0.0241181 0.0340915 -0.0177017 0.0458473 0.0159477 0.0249614 0.02826 0.0152756 0.049903 0.184338 0.0935349 0.0216123 0.0255455 -0.016794 0.0370587 0.148809 -0.0215854 0.216049
54 0.18292 0.0692031 0.227286 -0.356666 0.289425 0.184034 0.358841 0.504336 0.471036 -0.239035 0.174992 0.00972479 -0.179984 0.0989802 0.0870023 -0.217694 -0.261665 0.146525 -0.377603 -0.138106 -0.118914 -0.0395584 -0.109149 -0.051786 -0.210368 -0.0764453 -0.18976 0.200883 0.339325 0.104924 0.0543076 0.152557 0.1045 -0.0153859 -0.109399 0.163682 0.0048051 0.0304719 0.14801 0.459538 0.240523 0.199961 0.0404711 -0.285236 -0.281151 -0.231204 -0.292151 0.0349328 -0.0253159 0.1665 0.309275 0.187211 0.828879 0.936927 1 0.941124 0.477937 0.466324 0.447869 0.418424 -0.170732 0.240933 0.192631 0.138545 -0.0644173 -0.0703351 0.14649 -0.502277 0.310313 0.34244 -0.325838 0.156196 -0.056029 -0.485219 0.0581193 -0.240763 0.101486 0.200731 0.120606 -0.0051758 0.0111871 0.0260839 -0.00289137 -0.0305472 -0.0298346 -0.0554066 0.240978 0.0692354 -0.109261 0.164966 0.144909 0.242523 -0.230459 -0.492238 -0.401834 -0.34159 0.0307402 -0.0355665 -0.029153 -0.0382766 0.0324498 -0.0115889 0.0238422 -0.0355616 -0.0966053 -0.0332861 0.0337467 -0.00785702 0.062878 0.0233753 0.0324323 0.0393338 0.0250359 0.0657804 0.207023 0.108193 0.0308742 0.0357521 -0.0136916 0.0437454 0.167379 -0.0177585 0.248135
55 0.207559 0.103577 0.249028 -0.416132 0.316366 0.258667 0.335118 0.493598 0.435419 -0.264283 0.199428 0.019927 -0.196317 0.10518 0.0999538 -0.277754 -0.280488 0.180869 -0.421566 -0.167187 -0.14923 -0.0614715 -0.116827 -0.0465889 -0.21975 -0.0862352 -0.226928 0.224755 0.357811 0.15525 0.103953 0.101671 0.13063 -0.0108562 -0.106222 0.100296 0.0336922 -0.016995 0.191204 0.432881 0.28804 0.246037 0.100801 -0.302749 -0.30773 -0.250406 -0.30931 0.030389 -0.0435924 0.186787 0.337112 0.227643 0.754346 0.866275 0.941124 1 0.501707 0.497423 0.48498 0.473745 -0.238015 0.308399 0.26072 0.204319 -0.0141175 -0.0356222 0.214422 -0.524642 0.391805 0.367823 -0.339349 0.179174 -0.0788842 -0.498353 0.0757109 -0.249324 0.130942 0.246624 0.155491 -0.0202517 -0.00359931 0.0101378 -0.00711445 -0.0384592 -0.0389133 -0.0634868 0.238011 0.0957067 -0.116799 0.184571 0.171726 0.290077 -0.240372 -0.507837 -0.383991 -0.321774 0.0386336 -0.0462678 -0.0360853 -0.048949 0.0449809 -0.0141884 0.0318683 -0.0462586 -0.100223 -0.0464247 0.0248572 0.0265868 0.074799 0.0397647 0.0398194 0.0450951 0.0287219 0.0777566 0.234298 0.104143 0.0403006 0.0479826 -0.011475 0.051576 0.179635 -0.0203064 0.291536
56 0.199765 0.275237 -0.0378738 -0.403606 0.646999 0.625989 0.0741384 0.2523 0.177976 -0.205989 0.213764 0.226485 0.106504 0.15165 -0.0761647 -0.0950091 -0.257474 0.159433 -0.286782 0.102926 0.101995 0.157589 0.124555 0.0551761 -0.00362095 0.0461485 -0.0100398 0.179225 0.101664 0.216049 0.119081 0.141639 0.146503 0.0378806 -0.0834355 -0.0313927 -0.0621473 0.0634301 -0.0562778 0.411112 0.072434 0.00682266 0.335532 -0.0703006 -0.0985178 -0.00576928 -0.079369 -0.225279 -0.305293 0.157421 0.208563 0.489233 0.412951 0.451776 0.477937 0.501707 1 0.988999 0.977964 0.96646 -0.776645 0.795945 0.523224 0.486653 0.257634 0.246085 0.370909 -0.412907 0.678665 0.390804 -0.336738 0.108598 0.0981038 -0.384067 -0.031198 -0.337693 -0.0347394 -0.0726468 0.171568 0.443423 0.453837 0.448581 0.396262 0.386652 0.391963 0.341859 0.339015 0.458784 -0.0849677 0.177599 0.222797 0.910382 -0.48619 -0.241199 -0.162398 -0.255304 0.0475269 -0.0389287 -0.0435973 -0.0314839 0.0558704 -0.019263 0.0316393 -0.0389045 -0.040238 -0.107307 -0.0772484 0.20962 0.203286 0.0950966 0.0476609 0.00856407 0.119309 -0.0349025 0.607741 0.387005 -0.013749 0.0856287 0.0388841 0.0114815 0.185672 0.0510264 0.230769
57 0.201221 0.288425 -0.0290216 -0.424058 0.648608 0.652484 0.0537328 0.235269 0.152427 -0.205017 0.216322 0.232721 0.105818 0.149449 -0.0859602 -0.118492 -0.251951 0.17656 -0.288121 0.0936358 0.0895395 0.147888 0.124576 0.0584341 -0.00579954 0.0450649 -0.0180247 0.179233 0.0964148 0.238994 0.145893 0.105399 0.163304 0.0411995 -0.0714691 -0.0731107 -0.0411879 0.0315323 -0.0377861 0.392696 0.091293 0.0256425 0.361017 -0.0801192 -0.112587 -0.0179029 -0.0862245 -0.222216 -0.305006 0.16198 0.221928 0.498325 0.358094 0.433638 0.466324 0.497423 0.988999 1 0.993433 0.985616 -0.800047 0.823062 0.550898 0.514184 0.281528 0.262024 0.398908 -0.411075 0.707082 0.396496 -0.340112 0.112759 0.0876586 -0.378049 -0.025037 -0.342811 -0.022825 -0.0623864 0.182552 0.439259 0.449209 0.442801 0.401446 0.390304 0.394634 0.346542 0.33741 0.480217 -0.0761602 0.178748 0.22737 0.929604 -0.487039 -0.234788 -0.1446 -0.237553 0.0463437 -0.0401609 -0.0419871 -0.033331 0.0562474 -0.0176921 0.0352305 -0.0401277 -0.053191 -0.105718 -0.0787111 0.211964 0.200626 0.094119 0.0480441 0.01047 0.120569 -0.0342823 0.61381 0.379377 -0.0164675 0.0853083 0.0367669 0.00833722 0.193727 0.0520781 0.248045
58 0.207268 0.295677 -0.0249179 -0.438166 0.676785 0.660075 0.0356076 0.214424 0.128221 -0.210084 0.223693 0.245666 0.1253 0.159978 -0.0903909 -0.116563 -0.259822 0.171796 -0.291421 0.107756 0.101175 0.160895 0.142296 0.0657697 0.00402023 0.0548464 -0.00618392 0.180473 0.077987 0.236484 0.14449 0.101111 0.156693 0.0556493 -0.067099 -0.0936009 -0.0457687 0.0324331 -0.0357915 0.372929 0.0926204 0.0273743 0.376983 -0.0715706 -0.107026 -0.0103157 -0.0798339 -0.216991 -0.302862 0.165577 0.218455 0.510626 0.317465 0.393614 0.447869 0.48498 0.977964 0.993433 1 0.995525 -0.814808 0.828595 0.559086 0.524197 0.299458 0.279374 0.410446 -0.393525 0.715431 0.385463 -0.330946 0.116323 0.0893204 -0.359779 -0.0219498 -0.346743 -0.0137549 -0.0686308 0.183506 0.454556 0.463721 0.456185 0.421014 0.408988 0.411756 0.365768 0.327196 0.495015 -0.0797333 0.180254 0.231939 0.946027 -0.490785 -0.219583 -0.127642 -0.221407 0.0479795 -0.0438748 -0.0435751 -0.0366834 0.0599759 -0.0155711 0.0421657 -0.0438396 -0.0595508 -0.109038 -0.0792423 0.216816 0.208755 0.0975516 0.0503629 0.0126579 0.12415 -0.031912 0.620002 0.382955 -0.0147884 0.0887057 0.0393846 0.0101401 0.1984 0.0525989 0.253197
59 0.211653 0.306491 -0.0201092 -0.450365 0.673064 0.68118 0.0231192 0.199935 0.107973 -0.209206 0.228544 0.250943 0.119196 0.155713 -0.0940031 -0.136078 -0.255543 0.185152 -0.293597 0.0956995 0.0880697 0.14875 0.139256 0.0640248 0.000762914 0.0516163 -0.0131444 0.185954 0.0798855 0.254704 0.165483 0.073765 0.168566 0.0529427 -0.0613507 -0.120999 -0.0312981 0.0102003 -0.0238412 0.354396 0.103824 0.0390964 0.39887 -0.0745228 -0.113522 -0.0148283 -0.0812688 -0.217117 -0.307542 0.170143 0.223137 0.519497 0.286019 0.361995 0.418424 0.473745 0.96646 0.985616 0.995525 1 -0.832454 0.84648 0.580033 0.545996 0.319496 0.294806 0.430012 -0.386435 0.737635 0.387048 -0.329925 0.121502 0.0793328 -0.350177 -0.0132853 -0.342122 -0.00628688 -0.0558756 0.195762 0.443259 0.451931 0.44365 0.414222 0.401711 0.404317 0.359407 0.323583 0.498983 -0.0800776 0.181664 0.237012 0.955229 -0.486255 -0.208992 -0.107362 -0.201985 0.048434 -0.0469324 -0.043824 -0.0398566 0.0632012 -0.0142454 0.0474546 -0.0468958 -0.060331 -0.118077 -0.0784271 0.230505 0.210869 0.108175 0.0512496 0.0129055 0.124761 -0.028708 0.622812 0.375013 -0.0124621 0.0906124 0.0405133 0.0128321 0.199857 0.0511321 0.264263
60 -0.168376 -0.41895 0.0961393 0.421493 -0.471319 -0.890768 -0.0509399 -0.149631 -0.0537401 0.165234 -0.178202 -0.161471 -0.0252888 -0.0582097 0.0128092 0.243307 0.144655 -0.320049 0.237899 0.024079 0.0527388 0.0124807 -0.0766366 -0.033186 0.0270495 -0.00889664 0.0854314 -0.180136 -0.181653 -0.481692 -0.371028 0.112203 -0.342229 0.0784626 0.0536228 0.18694 -0.0835299 0.142117 0.076011 -0.250205 -0.0372495 0.0208631 -0.55269 0.0512047 0.112503 0.0376952 0.0389775 0.309793 0.412536 -0.144821 -0.191095 -0.453404 -0.0769707 -0.129275 -0.170732 -0.238015 -0.776645 -0.800047 -0.814808 -0.832454 1 -0.939369 -0.690824 -0.676193 -0.461718 -0.423114 -0.537421 0.298597 -0.813401 -0.332268 0.298327 -0.0959117 1.28166e-06 0.255205 -0.104169 0.176701 0.0324121 -0.0986975 -0.320124 -0.307508 -0.311341 -0.296358 -0.259119 -0.263349 -0.268923 -0.228985 -0.287373 -0.451925 5.25991e-05 -0.132781 -0.176787 -0.877793 0.330305 0.0453773 -0.0558128 0.027125 -0.0391852 0.0412147 0.0358595 0.0349711 -0.0528445 0.0225883 -0.0271691 0.0411 0.00239412 0.150092 0.0905347 -0.329648 -0.129648 -0.158752 -0.0364618 0.0142718 -0.113878 0.0220406 -0.520006 -0.262508 0.00991393 -0.065549 -0.04027 0.0132672 -0.162805 -0.0194535 -0.241466
61 0.18161 0.416072 -0.046706 -0.454456 0.393118 0.892812 0.0778446 0.180275 0.0724094 -0.162812 0.18824 0.128921 -0.0823901 0.00727697 -0.0110311 -0.347252 -0.119628 0.413287 -0.251352 -0.137273 -0.159282 -0.111536 -0.00130137 0.00475785 -0.0807388 -0.0631073 -0.177187 0.213034 0.260282 0.559828 0.460903 -0.202805 0.40792 -0.120347 0.010686 -0.240846 0.199883 -0.243333 0.00665277 0.253208 0.129914 0.0695931 0.571629 -0.1443 -0.203046 -0.127088 -0.114124 -0.268204 -0.392638 0.180485 0.272666 0.472893 0.138999 0.203801 0.240933 0.308399 0.795945 0.823062 0.828595 0.84648 -0.939369 1 0.746927 0.723702 0.461089 0.398871 0.580701 -0.37359 0.876887 0.391358 -0.335174 0.106231 -0.00405324 -0.31894 0.135038 -0.196188 -0.0209398 0.169968 0.382217 0.200894 0.207418 0.196077 0.158353 0.155635 0.161581 0.12297 0.299871 0.395158 -0.0384709 0.160472 0.206187 0.847519 -0.29818 -0.092621 0.0630778 -0.018607 0.0542663 -0.0407443 -0.0497221 -0.0375493 0.0754003 -0.00491707 0.0541892 -0.0406537 -0.0439587 -0.169029 -0.0627352 0.320143 0.158068 0.179672 0.0564532 0.00131137 0.114841 -0.021358 0.526983 0.216214 0.00330076 0.0855455 0.0368867 -0.000166716 0.17603 0.023211 0.300019
62 0.190308 0.661575 0.185606 -0.591879 0.243618 0.759167 0.271139 0.259982 0.127331 -0.303524 0.1903 0.0550981 -0.161527 0.0420345 0.0465076 -0.507661 -0.16225 0.524747 -0.265531 -0.249406 -0.347132 -0.268818 -0.136121 -0.0462584 -0.152965 -0.101493 -0.264497 0.249016 0.379237 0.510447 0.480449 -0.321506 0.515445 -0.165075 0.0235583 -0.211352 0.300671 -0.355283 0.0202731 0.241604 0.131429 0.0780192 0.853342 -0.219913 -0.295634 -0.243321 -0.176227 -0.255843 -0.393025 0.242014 0.41336 0.352669 0.10161 0.1593 0.192631 0.26072 0.523224 0.550898 0.559086 0.580033 -0.690824 0.746927 1 0.984403 0.702985 0.616892 0.772189 -0.266153 0.869179 0.197763 -0.170491 0.106948 -0.0105492 -0.196476 0.331919 -0.0541082 0.0308356 0.299765 0.396124 0.00419433 0.00403214 -0.00910621 -0.00961077 -0.00928176 0.00105109 -0.0189854 0.294283 0.286232 -0.0277123 0.166936 0.180732 0.552014 -0.0992085 -0.04532 0.126625 0.0918899 0.0828 -0.0296603 -0.0775561 -0.0364094 0.0915797 0.00337433 0.061003 -0.0296076 -0.146333 -0.225275 0.0957195 0.223938 0.1062 0.236004 0.0739781 0.0186853 0.0839045 0.0314553 0.348481 0.133514 0.0454193 0.0975048 -0.0108189 0.0200746 0.13146 -0.00214946 0.38348
63 0.123572 0.741099 0.108922 -0.522774 0.238052 0.746192 0.272866 0.223145 0.0932756 -0.34598 0.125114 0.0500233 -0.0818717 0.108165 0.0727978 -0.452148 -0.199632 0.458494 -0.258744 -0.182222 -0.307489 -0.250275 -0.0941441 -0.0331115 -0.126169 -0.0756844 -0.223452 0.173078 0.301393 0.474279 0.434921 -0.300526 0.456598 -0.115207 0.0471916 -0.240251 0.27964 -0.327312 -0.0784844 0.155482 0.0374649 -0.02047 0.895145 -0.0985111 -0.180545 -0.13924 -0.0620507 -0.271499 -0.39834 0.163943 0.310945 0.297273 0.0550945 0.107189 0.138545 0.204319 0.486653 0.514184 0.524197 0.545996 -0.676193 0.723702 0.984403 1 0.79496 0.698788 0.816731 -0.1524 0.839686 0.0818449 -0.0824971 0.0310551 0.0403593 -0.0790031 0.272805 -0.0549362 0.0899113 0.241077 0.351498 0.031039 0.0271182 0.00952063 0.0277379 0.0289308 0.0377362 0.025119 0.245512 0.289725 -0.0559441 0.0894361 0.118965 0.534294 -0.0927256 -0.0101241 0.129827 0.102288 0.0470283 -0.0454618 -0.0425132 -0.0547978 0.0591781 -0.0129863 0.0590338 -0.0454195 -0.122168 -0.207943 0.068607 0.220673 0.0940745 0.213864 0.0399471 0.00252459 0.0753583 0.00782579 0.281645 0.0791784 0.0181664 0.059996 -0.00814246 0.0167712 0.0699661 -0.0170591 0.294804
64 -0.0365668 0.892978 -0.111595 -0.2145 0.21364 0.508021 0.22735 0.081239 -0.0438135 -0.587271 -0.0287233 0.0708897 0.313763 0.474527 0.11922 -0.148554 -0.454436 0.0928162 -0.300599 0.177084 -0.0455716 -0.0544376 0.147239 0.0469882 0.0182399 0.0807681 0.00463732 -0.0399848 -0.0867815 0.163352 0.107324 -0.108234 0.118024 0.240574 0.114043 -0.294382 0.0919008 -0.105913 -0.406019 -0.12241 -0.297034 -0.359451 0.928681 0.352469 0.266042 0.255114 0.341811 -0.263706 -0.313671 -0.0317652 -0.0414244 0.12482 -0.120792 -0.0935874 -0.0644173 -0.0141175 0.257634 0.281528 0.299458 0.319496 -0.461718 0.461089 0.702985 0.79496 1 0.92046 0.784828 0.274688 0.523226 -0.418886 0.300202 -0.167329 0.255421 0.334428 0.0607045 -0.0449251 0.28301 -0.0599836 0.12819 0.182898 0.165626 0.133193 0.226768 0.238319 0.241299 0.260825 0.0151209 0.30122 -0.0781816 -0.0911198 -0.041523 0.353704 -0.0443902 0.10958 0.0999166 0.111004 -0.0148612 -0.0847248 0.0174282 -0.100547 0.000413017 -0.0643471 0.0397394 -0.0846963 -0.068836 -0.135167 0.00536046 0.168396 0.0538906 0.12779 -0.0222488 -0.0218823 0.0425295 -0.00756236 0.0159781 -0.0302548 -0.0339557 -0.0044006 -0.00809832 0.00719461 -0.0946978 -0.0565222 -0.0397391
65 -0.00347609 0.825 -0.171936 -0.116702 0.20766 0.421189 0.232948 0.141115 0.0058522 -0.651512 0.0112625 0.148037 0.383196 0.591123 0.0870318 -0.0339061 -0.540149 -0.0199852 -0.367921 0.27709 0.0395093 0.0113568 0.216936 0.0652049 0.0489559 0.123161 0.0692387 -0.0227504 -0.186995 0.0517342 -0.0173147 0.0122051 0.0215556 0.364552 0.120452 -0.199026 0.0111261 0.00182448 -0.476415 -0.0172739 -0.375954 -0.434829 0.889954 0.418905 0.356581 0.342391 0.39856 -0.214329 -0.237254 -0.0102877 -0.0953073 0.139539 -0.10495 -0.0934943 -0.0703351 -0.0356222 0.246085 0.262024 0.279374 0.294806 -0.423114 0.398871 0.616892 0.698788 0.92046 1 0.558378 0.275463 0.405604 -0.410653 0.301199 -0.157985 0.364424 0.264436 0.0211348 -0.0952114 0.201406 -0.19499 0.0648976 0.234784 0.212612 0.174566 0.276163 0.283951 0.283234 0.288312 -0.0700786 0.284605 -0.0160729 -0.0604911 -0.0270705 0.33991 0.00972754 0.148412 0.108971 0.125669 -0.00385032 -0.0920502 0.00472242 -0.101391 0.00818081 -0.0776045 0.0234454 -0.0920438 -0.052095 -0.117171 0.00422877 0.156718 0.0372185 0.121222 -0.020002 -0.0324677 0.0415077 -0.00530854 0.0926088 0.0874536 -0.0338725 0.00412424 0.00952338 -0.017173 -0.0734409 -0.0653133 -0.124416
66 0.0315478 0.725371 0.108296 -0.470569 0.226492 0.641574 0.270179 0.202189 0.0656771 -0.403847 0.0229319 -0.0630391 -0.0944145 0.144805 0.124419 -0.504454 -0.266439 0.400145 -0.253959 -0.220901 -0.34965 -0.301486 -0.122249 -0.0458135 -0.160409 -0.0752073 -0.247507 0.0732583 0.286002 0.421747 0.406579 -0.358113 0.398245 -0.0722019 0.0570848 -0.351945 0.304664 -0.382063 -0.0229359 -0.0299249 0.0969665 0.0368308 0.768109 -0.0692695 -0.159478 -0.133109 -0.0402355 -0.228431 -0.343868 0.0617229 0.239122 0.18366 0.0423797 0.10525 0.14649 0.214422 0.370909 0.398908 0.410446 0.430012 -0.537421 0.580701 0.772189 0.816731 0.784828 0.558378 1 -0.135039 0.735543 -0.0402909 0.000196827 -0.0337007 -0.0502729 0.00110536 0.19827 -0.0234425 0.28105 0.299557 0.313359 -0.02771 -0.0317418 -0.0496833 0.0217388 0.0105201 0.0073275 0.037158 0.22262 0.279073 -0.130612 -0.0095066 0.0342885 0.399242 -0.16676 -0.179599 -0.0420304 -0.0215245 -0.00129521 -0.0530013 0.00558629 -0.0689251 0.0144376 -0.0208897 0.0581233 -0.052951 -0.102582 -0.154175 0.0363026 0.168121 0.0733632 0.149232 0.00113389 -0.00668035 0.0503902 0.0167997 0.0878038 -0.128472 -0.0112135 0.0102421 -0.0233963 0.031243 0.00180868 -0.0291411 0.24834
67 -0.247854 0.138005 -0.376603 0.508516 -0.124632 -0.32659 -0.274166 -0.578464 -0.478045 0.0498061 -0.229996 0.0694991 0.623932 0.227439 0.0819805 0.593809 0.0319522 -0.538393 0.239068 0.582545 0.485396 0.386324 0.367176 0.152858 0.316726 0.234483 0.417056 -0.325804 -0.63101 -0.424876 -0.431515 0.263599 -0.475522 0.269805 0.0442126 -0.0237961 -0.319677 0.368837 -0.549793 -0.592355 -0.616459 -0.595545 0.0400101 0.732678 0.705466 0.645324 0.679733 -0.0240437 0.0759356 -0.301722 -0.620961 -0.269325 -0.428759 -0.479738 -0.502277 -0.524642 -0.412907 -0.411075 -0.393525 -0.386435 0.298597 -0.37359 -0.266153 -0.1524 0.274688 0.275463 -0.135039 1 -0.471562 -0.78966 0.624737 -0.261412 0.237536 0.981899 -0.255155 0.14784 0.169117 -0.494714 -0.354274 0.220387 0.20472 0.196106 0.275162 0.311434 0.313558 0.356501 -0.332962 -0.0430889 -0.0068681 -0.268384 -0.235068 -0.255549 0.161201 0.544556 0.278789 0.29068 -0.068494 -0.0323913 0.0658009 -0.0419143 -0.0655902 -0.0449715 -0.0218752 -0.0324519 0.104896 0.0751501 -0.0774714 -0.0658887 -0.0439961 -0.099232 -0.0747598 -0.0262283 -0.0428994 -0.0439725 -0.430135 -0.149353 -0.0442192 -0.0721873 -0.0031142 0.00905483 -0.281824 -0.030468 -0.525491
68 0.205913 0.501638 0.158357 -0.639795 0.351671 0.879342 0.222698 0.303951 0.171922 -0.253098 0.201492 0.0325497 -0.263503 -0.016489 0.0417141 -0.568277 -0.166574 0.554463 -0.314381 -0.332894 -0.365182 -0.278738 -0.165059 -0.045513 -0.186042 -0.130025 -0.30506 0.262745 0.454186 0.589841 0.534151 -0.330493 0.521646 -0.201967 -0.0282905 -0.246808 0.293656 -0.383615 0.174746 0.266194 0.304843 0.24419 0.659588 -0.312206 -0.383348 -0.304244 -0.268206 -0.211314 -0.372906 0.228568 0.427835 0.433536 0.187065 0.261775 0.310313 0.391805 0.678665 0.707082 0.715431 0.737635 -0.813401 0.876887 0.869179 0.839686 0.523226 0.405604 0.735543 -0.471562 1 0.436208 -0.363466 0.146627 -0.102588 -0.388351 0.244769 -0.187782 0.115546 0.365267 0.434157 0.012866 0.0217707 0.0167353 -0.00314005 -0.025063 -0.0192545 -0.0496636 0.368292 0.317789 -0.14503 0.169871 0.215366 0.688203 -0.263173 -0.247484 -0.0111891 -0.0448591 0.0744296 -0.0418351 -0.0673934 -0.0493832 0.0938183 0.0128781 0.0851928 -0.0418172 -0.112067 -0.223404 0.0333178 0.285407 0.165064 0.231951 0.0758445 0.031453 0.101683 0.0337028 0.414669 0.082662 0.0514004 0.100868 0.0055359 0.0495803 0.167624 0.0168209 0.452901
69 0.218492 -0.331717 0.23467 -0.368909 0.0595113 0.332887 0.0245024 0.311708 0.257779 0.256097 0.208091 -0.024223 -0.610427 -0.422059 -0.125436 -0.486266 0.238526 0.445943 -0.0708355 -0.558028 -0.413227 -0.342453 -0.330336 -0.116157 -0.257022 -0.190359 -0.346473 0.27781 0.508422 0.439828 0.468166 -0.328204 0.438031 -0.372643 -0.0634864 -0.0470159 0.29607 -0.397892 0.568247 0.431653 0.56582 0.576268 -0.196161 -0.655016 -0.632071 -0.550793 -0.593033 0.0592428 -0.0256479 0.247921 0.481095 0.271325 0.284558 0.330668 0.34244 0.367823 0.390804 0.396496 0.385463 0.387048 -0.332268 0.391358 0.197763 0.0818449 -0.418886 -0.410653 -0.0402909 -0.78966 0.436208 1 -0.766911 0.292545 -0.378485 -0.782408 0.201874 -0.114618 -0.164082 0.404705 0.320844 -0.196658 -0.182473 -0.171933 -0.222174 -0.259149 -0.26034 -0.307374 0.341989 0.102019 0.0492415 0.237021 0.229885 0.313377 -0.211043 -0.371905 -0.12611 -0.185959 0.0587418 0.0438723 -0.0556418 0.0543228 0.0627141 0.0612652 0.0243585 0.043932 -0.0319864 -0.0522342 0.0231409 0.085457 0.0528332 0.0738051 0.0676141 0.0345899 0.0353956 0.0421708 0.420322 0.152432 0.0517172 0.0669322 0.0158256 0.00710701 0.255782 0.0559574 0.47449
70 -0.205286 0.221582 -0.1456 0.279932 -0.0848144 -0.29418 -0.0791418 -0.298457 -0.268014 -0.163402 -0.198999 -0.0201736 0.451225 0.290814 0.0644964 0.348503 -0.146562 -0.331236 0.0802877 0.409284 0.305552 0.254506 0.241735 0.101196 0.225555 0.153133 0.263988 -0.256353 -0.419225 -0.336275 -0.334928 0.191501 -0.340795 0.280887 0.104091 -0.0296356 -0.171329 0.255793 -0.416137 -0.394902 -0.418676 -0.42281 0.134604 0.496241 0.479175 0.41649 0.450024 -0.043433 0.0215092 -0.213677 -0.355011 -0.216897 -0.266795 -0.310523 -0.325838 -0.339349 -0.336738 -0.340112 -0.330946 -0.329925 0.298327 -0.335174 -0.170491 -0.0824971 0.300202 0.301199 0.000196827 0.624737 -0.363466 -0.766911 1 -0.253084 0.272591 0.612371 -0.18615 0.11083 0.132952 -0.315168 -0.255675 0.141694 0.130351 0.120641 0.150769 0.179247 0.17593 0.21363 -0.304264 -0.065735 -0.00392882 -0.216976 -0.187881 -0.267621 0.184142 0.311944 0.137514 0.158566 -0.0459599 -0.0173228 0.0431738 -0.03126 -0.0541912 -0.0453431 -0.034791 -0.0173754 0.00137497 0.0255737 0.00757666 -0.0784607 -0.0289505 -0.0478681 -0.0489868 -0.0256522 -0.0363473 -0.0553682 -0.311659 -0.10977 -0.0616241 -0.0509312 -0.0318895 -0.0141264 -0.227716 -0.033751 -0.357385
71 0.896324 -0.175594 0.279908 -0.280925 0.0388678 0.104498 -0.0472076 0.0661225 0.0354607 0.0387133 0.887599 0.195878 -0.188336 -0.132184 -0.123741 -0.183878 0.00510712 0.175115 -0.0371291 -0.182604 -0.0809336 0.0164806 -0.119903 -0.0303719 -0.088444 -0.0515195 -0.100867 0.881446 0.215955 0.0366478 0.0837539 -0.0432421 0.188014 -0.105897 -0.193771 0.0171241 -0.048465 -0.0554897 0.323788 0.194621 0.315631 0.322726 -0.044686 -0.3439 -0.345743 -0.299508 -0.338324 -0.0206021 -0.0731088 0.822669 0.354106 0.576363 0.11727 0.135595 0.156196 0.179174 0.108598 0.112759 0.116323 0.121502 -0.0959117 0.106231 0.106948 0.0310551 -0.167329 -0.157985 -0.0337007 -0.261412 0.146627 0.292545 -0.253084 1 -0.380268 -0.257706 0.357336 0.0114902 -0.019021 0.145958 0.122169 -0.104711 -0.0865144 -0.0565687 -0.0830505 -0.0845509 -0.0721199 -0.0912598 0.161239 0.0712913 0.0208372 0.745891 0.595506 0.0845797 -0.165388 -0.151425 -0.034112 -0.142501 0.514078 -0.0171221 -0.50291 -0.0116691 0.535371 0.0984859 0.128588 -0.0171277 0.00227024 -0.153836 0.208089 0.105001 0.00733528 0.213941 0.4234 0.218937 0.0439071 0.700792 0.15054 0.215304 0.589574 0.512398 -0.0414557 0.102714 0.463775 -0.0138662 0.421396
72 -0.0898874 0.230174 -0.252871 0.178123 0.248923 -0.0799578 0.0277174 0.0166673 0.00107225 -0.277959 -0.0669727 0.172895 0.388655 0.411524 -0.0330294 0.343186 -0.27797 -0.222447 -0.0547521 0.379266 0.247767 0.194991 0.275398 0.0705582 0.115863 0.125294 0.205077 -0.149679 -0.368798 -0.189424 -0.256124 0.226569 -0.330223 0.376777 0.296395 0.0421775 -0.0339022 0.227437 -0.384365 0.0262384 -0.324884 -0.358533 0.187965 0.383023 0.393956 0.366604 0.348987 0.0215613 0.0648842 -0.126568 -0.240683 0.00540272 -0.0305504 -0.0522391 -0.056029 -0.0788842 0.0981038 0.0876586 0.0893204 0.0793328 1.28166e-06 -0.00405324 -0.0105492 0.0403593 0.255421 0.364424 -0.0502729 0.237536 -0.102588 -0.378485 0.272591 -0.380268 1 0.181936 -0.234426 -0.288841 -0.132051 -0.438891 -0.242268 0.305287 0.281794 0.245325 0.261335 0.266996 0.26165 0.246192 -0.219437 -0.0462285 -0.146507 -0.0895558 -0.0790934 0.105527 0.17017 0.227884 0.156006 0.206991 -0.0399727 -0.0846017 0.0393872 -0.089329 -0.0492475 -0.104571 -0.0184262 -0.0846019 0.00391121 0.0178712 -0.05746 -0.00263132 0.0752022 -0.0349823 -0.0407242 -0.00188598 0.0454322 -0.177089 0.140485 0.118077 -0.0935111 -0.0236681 0.0206774 -0.0431945 -0.112974 -0.0415168 -0.31901
73 -0.253136 0.192774 -0.339205 0.440891 -0.10981 -0.261709 -0.260619 -0.58726 -0.487877 0.0593835 -0.238579 0.036305 0.585373 0.181981 0.0991381 0.519921 0.0558132 -0.470221 0.251137 0.52716 0.431657 0.34403 0.330997 0.142708 0.293729 0.212317 0.37612 -0.321212 -0.568161 -0.357694 -0.358295 0.199812 -0.411146 0.208854 0.0400469 -0.0740164 -0.272518 0.306051 -0.517377 -0.625318 -0.576574 -0.55904 0.0850979 0.691258 0.650295 0.594433 0.643058 -0.0545902 0.0288485 -0.298023 -0.577826 -0.258414 -0.426437 -0.467769 -0.485219 -0.498353 -0.384067 -0.378049 -0.359779 -0.350177 0.255205 -0.31894 -0.196476 -0.0790031 0.334428 0.264436 0.00110536 0.981899 -0.388351 -0.782408 0.612371 -0.257706 0.181936 1 -0.224725 0.169663 0.214265 -0.420534 -0.308994 0.197543 0.184112 0.1773 0.254638 0.293023 0.297026 0.346909 -0.279166 -0.0197518 -0.0331179 -0.272238 -0.230286 -0.226382 0.125094 0.51419 0.267177 0.278312 -0.0700352 -0.0298117 0.068284 -0.0420041 -0.0647916 -0.0370744 -0.011385 -0.0298599 0.0868693 0.0578218 -0.0691249 -0.0543494 -0.0328611 -0.0853608 -0.0725425 -0.0215729 -0.0382149 -0.0415442 -0.448336 -0.196134 -0.0426173 -0.072061 -0.00999547 0.0205015 -0.283626 -0.0263397 -0.470683
74 0.326142 0.0514898 0.472906 -0.450965 -0.136361 0.16411 0.121947 0.0996356 0.065643 0.0244392 0.315952 0.0169863 -0.36134 -0.26245 -0.0697545 -0.453134 0.136268 0.502785 -0.0150884 -0.37873 -0.346987 -0.248098 -0.255423 -0.0963831 -0.13555 -0.157447 -0.227618 0.43178 0.475236 0.35834 0.431542 -0.307752 0.521974 -0.335706 -0.012832 0.0256885 0.284163 -0.311954 0.345628 0.205946 0.325699 0.343102 0.226593 -0.509434 -0.538564 -0.51459 -0.458937 -0.100378 -0.19402 0.451419 0.554555 0.141311 0.0326876 0.0446983 0.0581193 0.0757109 -0.031198 -0.025037 -0.0219498 -0.0132853 -0.104169 0.135038 0.331919 0.272805 0.0607045 0.0211348 0.19827 -0.255155 0.244769 0.201874 -0.18615 0.357336 -0.234426 -0.224725 1 0.367506 -0.275329 0.444203 0.363831 -0.300797 -0.287532 -0.274624 -0.353446 -0.326102 -0.309247 -0.31598 0.172243 -0.128723 0.189923 0.322794 0.219125 -0.0476617 0.177361 0.112638 0.247686 0.188395 0.169599 0.057535 -0.161023 0.0492855 0.158889 0.0779023 0.0184498 0.0577618 -0.14034 -0.170208 0.290712 -0.00924051 -0.0699662 0.208286 0.135914 0.0411504 -0.0366691 0.22004 0.128743 0.138523 0.180687 0.139857 -0.089929 -0.0058179 0.244349 -0.000999708 0.482816
75 -0.0854014 -0.0370036 0.168711 0.00726294 -0.389486 -0.157576 0.0353294 -0.14931 -0.0764356 0.2565 -0.110291 -0.297328 -0.213801 -0.336787 0.0988551 -0.138196 0.362926 0.179739 0.167974 -0.210376 -0.202943 -0.195818 -0.198165 -0.108377 -0.0100212 -0.105783 -0.0978966 -0.0037689 0.224 0.22092 0.269688 -0.211033 0.284883 -0.353041 0.05055 0.107069 0.222579 -0.175956 -0.0216574 -0.102978 -0.122606 -0.0720643 -0.00209739 -0.111318 -0.126037 -0.178452 -0.0793139 -0.0827092 -0.0930133 0.0164875 0.0954168 -0.172297 -0.179294 -0.216019 -0.240763 -0.249324 -0.337693 -0.342811 -0.346743 -0.342122 0.176701 -0.196188 -0.0541082 -0.0549362 -0.0449251 -0.0952114 -0.0234425 0.14784 -0.187782 -0.114618 0.11083 0.0114902 -0.288841 0.169663 0.367506 1 -0.331095 0.290776 0.221115 -0.288448 -0.280426 -0.269643 -0.392789 -0.328332 -0.303062 -0.286014 -0.044841 -0.25244 0.358591 -0.0276212 -0.072295 -0.319059 0.38663 0.395061 0.327205 0.315846 0.0240399 0.0577271 -0.0267125 0.0591852 -2.91191e-05 0.0151692 -0.0625104 0.0577908 -0.0339553 -0.0215231 0.116107 -0.061545 -0.128155 0.0375309 0.0172551 -0.0326457 -0.072044 0.0288209 -0.19723 -0.0370383 0.00770124 -0.00582324 -0.0323976 -0.0719742 -0.047481 -0.0181173 0.0212828
76 -0.056666 0.253885 -0.0860773 0.0173745 0.0744541 0.0920727 0.104179 0.0813724 0.00548235 -0.421197 -0.0594902 -0.0180588 0.163644 0.403604 0.248166 -0.00934742 -0.463404 -0.258183 -0.293074 0.106373 0.0413173 0.0316814 0.0713375 0.0709247 -0.00455331 0.0954954 0.0378815 -0.104244 -0.135174 -0.198128 -0.247505 0.105565 -0.243642 0.314148 -0.190693 -0.208433 -0.244735 0.0944274 -0.0691082 -0.269063 -0.014497 -0.0463956 0.138363 0.283895 0.250093 0.266812 0.22937 0.0810653 0.0964506 -0.147067 -0.21013 -0.0492234 0.0340746 0.0619798 0.101486 0.130942 -0.0347394 -0.022825 -0.0137549 -0.00628688 0.0324121 -0.0209398 0.0308356 0.0899113 0.28301 0.201406 0.28105 0.169117 0.115546 -0.164082 0.132952 -0.019021 -0.132051 0.214265 -0.275329 -0.331095 1 -0.095273 -0.185667 -0.00976232 -0.00612609 -0.00217797 0.162896 0.105936 0.0942736 0.129519 -0.0232744 0.21191 -0.356155 -0.142528 -0.0494248 -0.03207 -0.352753 -0.495334 -0.483884 -0.363854 -0.0489975 -0.0591241 0.0518701 -0.0811319 -0.0137831 -0.0151951 0.0668115 -0.0591966 0.0345301 -0.0166386 -0.0550441 0.0544139 0.0396879 0.000446328 -0.0418606 0.0327284 -0.0265854 0.137969 -0.41044 -0.391387 0.0334 -0.0365988 -0.0217648 0.113925 -0.110084 -0.0213482 -0.109994
77 0.0614815 -0.00792069 0.485035 -0.481075 -0.305036 0.274135 0.279829 0.220325 0.201228 0.152032 0.0196928 -0.410569 -0.726987 -0.501781 0.156101 -0.752677 0.296494 0.692279 -0.122258 -0.737899 -0.659742 -0.567694 -0.500944 -0.208115 -0.272709 -0.312026 -0.480767 0.205804 0.8138 0.692727 0.737337 -0.528741 0.676924 -0.585531 0.0958442 -0.0795104 0.579732 -0.552943 0.516654 0.0913835 0.516004 0.531333 0.111577 -0.679692 -0.714277 -0.724241 -0.589362 -0.0187918 -0.154557 0.180585 0.560193 0.00196598 0.152088 0.189123 0.200731 0.246624 -0.0726468 -0.0623864 -0.0686308 -0.0558756 -0.0986975 0.169968 0.299765 0.241077 -0.0599836 -0.19499 0.299557 -0.494714 0.365267 0.404705 -0.315168 0.145958 -0.438891 -0.420534 0.444203 0.290776 -0.095273 1 0.545125 -0.600751 -0.580411 -0.558468 -0.683228 -0.678685 -0.672863 -0.669464 0.180645 -0.293682 0.0943979 0.0972979 0.0695076 -0.146563 0.196696 -0.151922 0.0702911 0.0766271 0.0291866 0.0422679 -0.0270663 0.0389999 0.0351192 0.0516634 0.00359643 0.0423284 -0.115509 -0.102663 0.114065 0.0629567 -0.0841189 0.122462 0.038591 -0.00278493 -0.0151276 0.0490677 -0.059376 -0.202669 0.0542963 0.0129038 -0.0315501 0.000692248 0.10853 -0.0116864 0.488243
78 0.108046 0.143368 0.303009 -0.41914 -0.0810238 0.369317 0.173921 0.149847 0.115309 0.0457504 0.0854862 -0.212775 -0.412071 -0.291887 0.0564685 -0.507494 0.154615 0.564549 -0.145376 -0.43727 -0.413793 -0.341591 -0.257508 -0.116969 -0.154047 -0.212355 -0.276986 0.215831 0.52898 0.579607 0.579807 -0.359562 0.542054 -0.368058 0.0806158 -0.0777386 0.411551 -0.380608 0.235442 0.173818 0.254316 0.253449 0.274673 -0.428801 -0.465451 -0.446176 -0.370053 -0.0796801 -0.189994 0.211766 0.432499 0.178772 0.09199 0.113302 0.120606 0.155491 0.171568 0.182552 0.183506 0.195762 -0.320124 0.382217 0.396124 0.351498 0.12819 0.0648976 0.313359 -0.354274 0.434157 0.320844 -0.255675 0.122169 -0.242268 -0.308994 0.363831 0.221115 -0.185667 0.545125 1 -0.256552 -0.24297 -0.236444 -0.338212 -0.3212 -0.310502 -0.32005 0.188932 -0.0159903 0.167914 0.158708 0.145843 0.160595 0.123228 0.0195527 0.154023 0.120199 0.0907034 0.0353033 -0.0869708 0.0379125 0.0871548 0.0425174 0.00327329 0.0353431 -0.116685 -0.162477 0.0996766 0.159004 0.0235992 0.191199 0.0964113 0.0156694 0.0430179 0.0798577 0.16333 0.0543693 0.058089 0.0920017 -0.00630079 -0.0303972 0.108925 0.00809965 0.364454
79 -0.0121312 0.134584 -0.287745 0.0911785 0.584873 0.0794395 -0.25872 -0.178252 -0.166015 -0.159327 0.0212935 0.334585 0.798572 0.400545 -0.114956 0.562504 -0.305045 -0.39908 -0.0722273 0.810152 0.786646 0.772479 0.592955 0.26451 0.38569 0.358853 0.524786 -0.128974 -0.551187 -0.38194 -0.480513 0.593746 -0.426423 0.439192 -0.0897419 0.0536165 -0.529974 0.607884 -0.381107 0.104735 -0.320842 -0.361122 0.0742821 0.45515 0.445262 0.496774 0.367469 -0.215376 -0.148058 -0.087601 -0.270368 0.185236 -0.0277342 -0.0260533 -0.0051758 -0.0202517 0.443423 0.439259 0.454556 0.443259 -0.307508 0.200894 0.00419433 0.031039 0.182898 0.234784 -0.02771 0.220387 0.012866 -0.196658 0.141694 -0.104711 0.305287 0.197543 -0.300797 -0.288448 -0.00976232 -0.600751 -0.256552 1 0.994481 0.976237 0.850933 0.910737 0.920571 0.886961 0.0732986 0.602089 -0.0117977 -0.0171908 0.0381974 0.543656 -0.362064 0.128846 -0.0320582 -0.0912215 -0.0321627 -0.0168913 0.031201 -0.00729628 -0.0373648 -0.0308916 -0.0109516 -0.0168537 0.0225324 0.00752411 -0.106142 0.0469092 0.143776 -0.0422594 -0.0330008 -0.0181184 0.0731035 -0.0863627 0.278501 0.391172 -0.0851708 -0.00538616 0.0317609 -0.0205776 -0.0176428 0.0596442 -0.21055
80 0.000689081 0.123739 -0.269741 0.0729744 0.587594 0.0855542 -0.249726 -0.178049 -0.158616 -0.149965 0.0328434 0.325843 0.790456 0.380824 -0.101944 0.559242 -0.299195 -0.38664 -0.0821183 0.807396 0.798438 0.79141 0.582241 0.26605 0.394353 0.350233 0.522881 -0.112931 -0.529074 -0.373183 -0.476076 0.61401 -0.420068 0.415732 -0.105604 0.0789377 -0.536418 0.62664 -0.369429 0.11195 -0.308191 -0.348497 0.0619316 0.437602 0.427263 0.479402 0.349717 -0.227195 -0.166749 -0.0727671 -0.253421 0.19933 -0.0131429 -0.01038 0.0111871 -0.00359931 0.453837 0.449209 0.463721 0.451931 -0.311341 0.207418 0.00403214 0.0271182 0.165626 0.212612 -0.0317418 0.20472 0.0217707 -0.182473 0.130351 -0.0865144 0.281794 0.184112 -0.287532 -0.280426 -0.00612609 -0.580411 -0.24297 0.994481 1 0.991302 0.837803 0.898494 0.911442 0.874442 0.0827486 0.596305 -0.0195664 -0.00196393 0.0567409 0.5471 -0.375878 0.110207 -0.0461911 -0.108356 -0.0222506 -0.00870262 0.0216438 0.00122059 -0.027757 -0.0200258 -0.00791172 -0.00867206 0.0212682 -0.00476628 -0.0957294 0.0560051 0.154148 -0.0272477 -0.0210001 -0.0142138 0.071468 -0.0745971 0.276065 0.394362 -0.0750721 0.0050471 0.028 -0.016193 -0.00477087 0.0678829 -0.190724
81 0.0185749 0.10042 -0.246149 0.061224 0.574251 0.0765648 -0.242268 -0.1841 -0.152354 -0.12888 0.0491884 0.314966 0.778764 0.352258 -0.0875498 0.562682 -0.283458 -0.380059 -0.0865247 0.80329 0.81644 0.819874 0.563732 0.264494 0.402758 0.337649 0.522442 -0.0915993 -0.505287 -0.372968 -0.479659 0.642901 -0.418599 0.386922 -0.130966 0.11491 -0.552233 0.65361 -0.354347 0.114327 -0.293843 -0.333166 0.0332969 0.416538 0.407003 0.460033 0.328844 -0.231294 -0.17769 -0.0519029 -0.238533 0.210534 0.00177903 0.00469204 0.0260839 0.0101378 0.448581 0.442801 0.456185 0.44365 -0.296358 0.196077 -0.00910621 0.00952063 0.133193 0.174566 -0.0496833 0.196106 0.0167353 -0.171933 0.120641 -0.0565687 0.245325 0.1773 -0.274624 -0.269643 -0.00217797 -0.558468 -0.236444 0.976237 0.991302 1 0.814933 0.876543 0.893074 0.853309 0.0879042 0.577506 -0.0284626 0.0208305 0.0766497 0.532869 -0.390073 0.0917972 -0.0614666 -0.13146 -0.00164185 0.00604739 0.00134168 0.0172826 -0.0116377 -0.00490223 -0.00431369 0.00605875 0.0239571 -0.0191011 -0.0793195 0.0608022 0.163261 -0.00995785 0.00079837 -0.00935961 0.0676328 -0.0563663 0.2594 0.391821 -0.0564167 0.0242514 0.0231709 -0.00480027 0.00788651 0.0808757 -0.172122
82 -0.00647861 0.150031 -0.321254 0.128078 0.568155 0.0710847 -0.296926 -0.158983 -0.197405 -0.260957 0.0325854 0.411815 0.809739 0.541737 -0.17401 0.569699 -0.419974 -0.520454 -0.093237 0.79037 0.736788 0.701674 0.596117 0.285267 0.348689 0.406648 0.525327 -0.145623 -0.657433 -0.493321 -0.559759 0.53633 -0.524035 0.577505 -0.12985 -0.0646699 -0.561065 0.545806 -0.346208 0.0271806 -0.296466 -0.33392 0.0870377 0.514956 0.505093 0.570781 0.42033 -0.145892 -0.0556202 -0.104493 -0.326455 0.157584 -0.0513522 -0.0364731 -0.00289137 -0.00711445 0.396262 0.401446 0.421014 0.414222 -0.259119 0.158353 -0.00961077 0.0277379 0.226768 0.276163 0.0217388 0.275162 -0.00314005 -0.222174 0.150769 -0.0830505 0.261335 0.254638 -0.353446 -0.392789 0.162896 -0.683228 -0.338212 0.850933 0.837803 0.814933 1 0.964336 0.93111 0.949976 0.0514942 0.615758 -0.0366534 -0.0444847 0.0129007 0.497354 -0.452527 0.00203432 -0.144995 -0.179904 -0.0338202 -0.0387329 0.032841 -0.033532 -0.0303623 -0.0394295 0.00593987 -0.0387062 0.0197731 0.0310423 -0.126958 0.0308729 0.12469 -0.0703209 -0.0391598 0.006823 0.0565888 -0.0593039 0.251341 0.325447 -0.0711995 -0.00696853 0.0404313 0.00656512 -0.0335711 0.0436311 -0.251847
83 -0.00983548 0.167956 -0.304787 0.126732 0.54709 0.056046 -0.299245 -0.19415 -0.207093 -0.22559 0.0283384 0.3989 0.854883 0.508119 -0.166997 0.599603 -0.377134 -0.499461 -0.0749144 0.840391 0.787209 0.758163 0.62471 0.284252 0.380405 0.406617 0.553082 -0.140766 -0.651208 -0.473241 -0.548436 0.578287 -0.498276 0.539551 -0.128463 -0.018203 -0.57862 0.591401 -0.398385 0.0435976 -0.352589 -0.388241 0.0983724 0.520259 0.505651 0.56609 0.423519 -0.184109 -0.0911265 -0.0913464 -0.309172 0.154403 -0.0666836 -0.0584549 -0.0305472 -0.0384592 0.386652 0.390304 0.408988 0.401711 -0.263349 0.155635 -0.00928176 0.0289308 0.238319 0.283951 0.0105201 0.311434 -0.025063 -0.259149 0.179247 -0.0845509 0.266996 0.293023 -0.326102 -0.328332 0.105936 -0.678685 -0.3212 0.910737 0.898494 0.876543 0.964336 1 0.981829 0.988585 0.0701458 0.632317 0.0214866 -0.0307304 0.0156506 0.499892 -0.420736 0.0817482 -0.0978109 -0.143739 -0.0277427 -0.0210298 0.0269103 -0.0134964 -0.029405 -0.0288666 -0.00396079 -0.0209962 0.00953085 0.0197046 -0.106868 0.0247972 0.11312 -0.0596693 -0.0318399 -0.0037187 0.0533944 -0.0539012 0.232082 0.3682 -0.0699031 -0.00397415 0.0345232 -0.00909187 -0.0289654 0.0502086 -0.240494
84 0.00405952 0.179718 -0.293334 0.120754 0.537667 0.0601682 -0.286993 -0.194609 -0.197658 -0.219266 0.0413553 0.39286 0.856286 0.495519 -0.159264 0.606166 -0.365108 -0.489421 -0.0715452 0.844429 0.792137 0.768565 0.623167 0.280116 0.375321 0.393969 0.548282 -0.126045 -0.636166 -0.464784 -0.54533 0.595202 -0.484807 0.521459 -0.141178 0.00984282 -0.590274 0.608061 -0.417172 0.0628411 -0.371566 -0.407184 0.105462 0.518658 0.500727 0.563207 0.418372 -0.195568 -0.0990521 -0.077435 -0.299379 0.170758 -0.0618402 -0.0553487 -0.0298346 -0.0389133 0.391963 0.394634 0.411756 0.404317 -0.268923 0.161581 0.00105109 0.0377362 0.241299 0.283234 0.0073275 0.313558 -0.0192545 -0.26034 0.17593 -0.0721199 0.26165 0.297026 -0.309247 -0.303062 0.0942736 -0.672863 -0.310502 0.920571 0.911442 0.893074 0.93111 0.981829 1 0.97718 0.0973393 0.64209 0.0378959 -0.0120631 0.0310253 0.504643 -0.420977 0.0958552 -0.102116 -0.149548 -0.0167469 -0.0162055 0.0160847 -0.00755066 -0.021811 -0.0267929 -0.00583406 -0.0161794 0.0160391 0.015582 -0.0997333 0.0296551 0.116383 -0.0508937 -0.0205617 0.00248181 0.0483279 -0.0407191 0.234904 0.388089 -0.0628402 0.00697768 0.0331948 -0.0164472 -0.0177136 0.0516077 -0.23229
85 -0.0246746 0.18126 -0.279273 0.125921 0.510042 0.0285208 -0.307207 -0.223523 -0.234416 -0.225962 0.0128634 0.386408 0.864736 0.510696 -0.166624 0.594151 -0.370383 -0.507594 -0.0644748 0.841975 0.782589 0.754959 0.625735 0.291794 0.386371 0.414794 0.560933 -0.152945 -0.660542 -0.476193 -0.543068 0.565982 -0.497748 0.540001 -0.118039 -0.034605 -0.571027 0.58417 -0.409903 0.00191073 -0.368685 -0.402094 0.107422 0.529994 0.509577 0.568053 0.430964 -0.178667 -0.0800671 -0.0977249 -0.307344 0.130197 -0.0919154 -0.0835019 -0.0554066 -0.0634868 0.341859 0.346542 0.365768 0.359407 -0.228985 0.12297 -0.0189854 0.025119 0.260825 0.288312 0.037158 0.356501 -0.0496636 -0.307374 0.21363 -0.0912598 0.246192 0.346909 -0.31598 -0.286014 0.129519 -0.669464 -0.32005 0.886961 0.874442 0.853309 0.949976 0.988585 0.97718 1 0.0641729 0.624808 0.0466518 -0.0461503 -0.000117719 0.46025 -0.400316 0.1041 -0.087321 -0.130794 -0.0312205 -0.0178482 0.030268 -0.010865 -0.0326484 -0.0267931 -0.00591654 -0.0177992 0.00290739 0.0188532 -0.092797 0.01349 0.100217 -0.0581276 -0.0330536 -0.0077099 0.0467598 -0.0485535 0.187833 0.338193 -0.0709143 -0.00931052 0.0303493 -0.012284 -0.0371026 0.0468438 -0.239864
86 0.13043 0.130425 0.192188 -0.33971 0.178593 0.287098 0.273052 0.27495 0.337232 0.0650657 0.121463 -0.0159259 -0.232317 -0.260897 -0.0810497 -0.256315 0.102432 0.386132 -0.00344159 -0.2044 -0.204135 -0.147247 -0.146462 -0.0369809 -0.139501 -0.0707834 -0.178068 0.188635 0.45001 0.208271 0.219219 -0.054125 0.407272 -0.39415 -0.266375 0.177062 -0.000266463 -0.129671 0.0956705 0.428612 0.159045 0.132348 0.0906627 -0.357763 -0.373873 -0.331904 -0.342054 -0.185734 -0.211956 0.160167 0.363587 0.194229 0.232972 0.253945 0.240978 0.238011 0.339015 0.33741 0.327196 0.323583 -0.287373 0.299871 0.294283 0.245512 0.0151209 -0.0700786 0.22262 -0.332962 0.368292 0.341989 -0.304264 0.161239 -0.219437 -0.279166 0.172243 -0.044841 -0.0232744 0.180645 0.188932 0.0732986 0.0827486 0.0879042 0.0514942 0.0701458 0.0973393 0.0641729 1 0.361449 0.104949 0.125283 0.128227 0.301041 -0.220011 -0.250929 -0.195762 -0.0966594 0.0259094 0.00149369 -0.0200479 -0.00512257 0.0409956 0.045747 0.0677369 0.00157569 -0.0546787 -0.0912863 0.0574362 0.0663355 0.0798525 0.0895257 0.0310189 0.0123493 0.0532879 0.02782 0.216577 0.101856 0.0199079 0.0440553 -0.0164555 0.0338283 0.143425 0.0312564 0.325045
87 0.0832143 0.247992 -0.0700044 -0.173292 0.398414 0.33691 -0.171147 -0.0165706 -0.0989231 -0.215032 0.102187 0.226758 0.380447 0.267824 -0.133666 0.0725205 -0.284906 -0.0779113 -0.185365 0.331343 0.292719 0.312538 0.301961 0.165779 0.106766 0.193407 0.201889 0.0150443 -0.238358 -0.0801202 -0.121886 0.163784 -0.0669762 0.281963 -0.167125 -0.162066 -0.254586 0.146308 -0.121893 0.138444 -0.0433115 -0.0888155 0.265488 0.136608 0.107507 0.177528 0.0679322 -0.161824 -0.132022 0.0409562 0.043215 0.249467 -0.0132233 0.0279583 0.0692354 0.0957067 0.458784 0.480217 0.495015 0.498983 -0.451925 0.395158 0.286232 0.289725 0.30122 0.284605 0.279073 -0.0430889 0.317789 0.102019 -0.065735 0.0712913 -0.0462285 -0.0197518 -0.128723 -0.25244 0.21191 -0.293682 -0.0159903 0.602089 0.596305 0.577506 0.615758 0.632317 0.64209 0.624808 0.361449 1 0.177874 0.0580424 0.127445 0.560732 -0.453225 -0.182893 -0.198074 -0.216478 -0.00777574 -0.0127551 0.0108077 -0.0135567 0.0129937 0.0206243 0.0571345 -0.0126341 -0.0193031 -0.0482945 -0.0470942 0.10496 0.117523 0.0359263 -0.00199614 0.00865575 0.0479095 0.0369133 0.299429 0.254959 -0.0250025 0.0180855 0.00517987 -0.00864719 0.0792234 0.0503572 0.0638467
88 -0.0379764 -0.0964427 0.220838 -0.0593581 -0.229339 -0.112526 -0.121145 -0.0898485 -0.078878 0.203615 -0.0390819 -0.0312173 -0.0261562 -0.157022 -0.155505 -0.0585641 0.252467 0.0983069 0.0335978 -0.0171541 -0.0120648 0.00815654 0.000665642 0.000333976 0.0276639 0.0248509 0.022057 0.00351049 0.0506947 0.160259 0.200716 -0.098173 0.181853 -0.102799 0.0385528 0.0326377 0.102635 -0.0877519 -0.0475169 0.117237 -0.105417 -0.0738275 0.009298 -0.136574 -0.139712 -0.136013 -0.143164 -0.0649745 -0.0141369 0.0640102 0.200503 -0.0698413 -0.0941915 -0.0946078 -0.109261 -0.116799 -0.0849677 -0.0761602 -0.0797333 -0.0800776 5.25991e-05 -0.0384709 -0.0277123 -0.0559441 -0.0781816 -0.0160729 -0.130612 -0.0068681 -0.14503 0.0492415 -0.00392882 0.0208372 -0.146507 -0.0331179 0.189923 0.358591 -0.356155 0.0943979 0.167914 -0.0117977 -0.0195664 -0.0284626 -0.0366534 0.0214866 0.0378959 0.0466518 0.104949 0.177874 1 0.0260096 -0.0388724 -0.0305861 0.19657 0.345705 0.225443 0.187314 -0.00757398 0.0788418 0.00516166 0.090753 -0.0315287 0.00747699 -0.0994871 0.0790414 -0.0665724 0.0219027 0.0614687 -0.0631247 -0.152304 -0.00734407 -0.00596811 -0.0403612 -0.0574601 -0.0282498 0.128074 0.31293 -0.0553079 -0.0288237 -0.0200466 -0.108952 0.0611081 0.0206569 0.0537633
89 0.821243 -0.0821642 0.229323 -0.277743 0.131333 0.114033 -0.00588832 0.100767 0.0680575 -0.0322209 0.813579 0.156276 -0.123153 -0.0679476 -0.10078 -0.137992 -0.0448266 0.21401 -0.0720319 -0.118982 -0.0561867 0.0398768 -0.0752029 -0.0367724 -0.0762066 -0.0561461 -0.092878 0.823481 0.181985 0.0697028 0.0922858 -0.00604325 0.166796 -0.0595061 -0.113092 0.0653975 -0.00283514 -0.0250238 0.241561 0.2762 0.243357 0.244932 0.0414212 -0.309864 -0.30949 -0.271442 -0.299167 -0.0498801 -0.0916677 0.823993 0.35474 0.6836 0.126159 0.146459 0.164966 0.184571 0.177599 0.178748 0.180254 0.181664 -0.132781 0.160472 0.166936 0.0894361 -0.0911198 -0.0604911 -0.0095066 -0.268384 0.169871 0.237021 -0.216976 0.745891 -0.0895558 -0.272238 0.322794 -0.0276212 -0.142528 0.0972979 0.158708 -0.0171908 -0.00196393 0.0208305 -0.0444847 -0.0307304 -0.0120631 -0.0461503 0.125283 0.0580424 0.0260096 1 0.718994 0.140561 -0.0914016 -0.0814182 0.0145832 -0.0652811 0.617599 0.0356082 -0.607969 0.0486987 0.567441 0.0850476 0.0777335 0.0355899 -0.104577 -0.168814 0.177556 0.0924548 0.140916 0.201235 0.532207 0.241469 0.111043 0.526516 0.24397 0.332451 0.584281 0.634487 -0.0283826 0.0289426 0.362686 0.0516277 0.375754
90 0.651797 -0.043011 0.167133 -0.238925 0.16944 0.157723 -0.0249455 0.0685348 0.037038 -0.0366768 0.647355 0.131646 -0.0837809 -0.0464906 -0.0851586 -0.124954 -0.0565384 0.165662 -0.0679539 -0.0860775 -0.0281532 0.0426337 -0.0443124 -0.00673075 -0.041568 -0.041668 -0.073295 0.641191 0.132142 0.0729335 0.0782119 -0.011586 0.137686 -0.040186 -0.0953966 -0.00204811 -0.00256205 -0.0296814 0.212398 0.208717 0.224278 0.219396 0.0562514 -0.225612 -0.231474 -0.181456 -0.214391 -0.043734 -0.0915252 0.632829 0.26551 0.661092 0.103744 0.122851 0.144909 0.171726 0.222797 0.22737 0.231939 0.237012 -0.176787 0.206187 0.180732 0.118965 -0.041523 -0.0270705 0.0342885 -0.235068 0.215366 0.229885 -0.187881 0.595506 -0.0790934 -0.230286 0.219125 -0.072295 -0.0494248 0.0695076 0.145843 0.0381974 0.0567409 0.0766497 0.0129007 0.0156506 0.0310253 -0.000117719 0.128227 0.127445 -0.0388724 0.718994 1 0.203619 -0.148795 -0.104543 -0.0152401 -0.0794173 0.519273 0.0064271 -0.503744 0.00864167 0.545976 0.133715 0.147894 0.00636673 -0.0867282 -0.19829 0.136757 0.175674 0.249556 0.224913 0.491659 0.173684 0.0831513 0.425952 0.238896 0.239042 0.493012 0.578405 -0.0279634 0.0446513 0.30641 0.0771468 0.340277
91 0.172731 0.311107 -0.0981137 -0.372924 0.657451 0.68419 -0.0685372 0.0776636 0.00559397 -0.139957 0.195118 0.293093 0.228123 0.148531 -0.130028 -0.0372707 -0.196153 0.128134 -0.205019 0.199244 0.189704 0.23178 0.227052 0.10361 0.0807345 0.116137 0.0856619 0.135848 -0.0274011 0.23148 0.137421 0.0946191 0.129327 0.0636251 -0.0702932 -0.138003 -0.0899905 0.062048 -0.117823 0.279724 -0.00139883 -0.0624745 0.402334 0.0311149 -0.0142817 0.0826607 0.0195344 -0.265353 -0.335809 0.125358 0.129988 0.496091 0.141053 0.196263 0.242523 0.290077 0.910382 0.929604 0.946027 0.955229 -0.877793 0.847519 0.552014 0.534294 0.353704 0.33991 0.399242 -0.255549 0.688203 0.313377 -0.267621 0.0845797 0.105527 -0.226382 -0.0476617 -0.319059 -0.03207 -0.146563 0.160595 0.543656 0.5471 0.532869 0.497354 0.499892 0.504643 0.46025 0.301041 0.560732 -0.0305861 0.140561 0.203619 1 -0.495764 -0.0731173 -0.0235164 -0.137901 0.0362936 -0.0365303 -0.0330525 -0.0263243 0.0470854 -0.0191381 0.0296284 -0.0364892 -0.0159502 -0.110853 -0.102371 0.24669 0.190729 0.10184 0.0391018 -0.0115147 0.120017 -0.0488454 0.614772 0.401711 -0.027473 0.0751787 0.0516808 -0.00639503 0.170946 0.0566893 0.19439
92 -0.125133 -0.0492531 0.0934941 0.113798 -0.405276 -0.26217 0.0802806 -0.0475405 -0.0138022 0.149763 -0.140237 -0.233623 -0.245541 -0.202316 0.0815415 -0.135204 0.282666 0.205083 0.0947183 -0.238683 -0.297282 -0.315012 -0.184294 -0.126488 -0.0585297 -0.145936 -0.152939 -0.0557673 0.153721 0.230718 0.27003 -0.294694 0.157427 -0.183739 0.335215 0.0467611 0.384513 -0.258602 -0.0506435 -0.0759889 -0.115241 -0.0770188 0.030284 -0.0814512 -0.0719416 -0.137819 -0.0350807 0.123335 0.121801 -0.0408777 0.0352935 -0.247299 -0.172848 -0.199295 -0.230459 -0.240372 -0.48619 -0.487039 -0.490785 -0.486255 0.330305 -0.29818 -0.0992085 -0.0927256 -0.0443902 0.00972754 -0.16676 0.161201 -0.263173 -0.211043 0.184142 -0.165388 0.17017 0.125094 0.177361 0.38663 -0.352753 0.196696 0.123228 -0.362064 -0.375878 -0.390073 -0.452527 -0.420736 -0.420977 -0.400316 -0.220011 -0.453225 0.19657 -0.0914016 -0.148795 -0.495764 1 0.473721 0.512999 0.761741 -0.015266 -0.0335066 0.0128276 -0.0401721 -0.0370527 -0.0646624 -0.059698 -0.0335172 -0.0412718 0.02254 0.0904892 -0.0985876 -0.128318 -0.002669 -0.0228029 -0.0195593 -0.0328275 -0.0692734 -0.221341 -0.175459 -0.033829 -0.0428173 -0.0295986 -0.0552947 -0.13423 -0.102492 -0.077159
93 -0.123691 -0.0578422 -0.0456456 0.165285 -0.189517 -0.165678 -0.357145 -0.559075 -0.462897 0.394347 -0.105199 0.0964595 0.248834 -0.187837 -0.138365 0.254449 0.438072 -0.0523246 0.378927 0.229233 0.21647 0.18483 0.182702 0.0471476 0.231979 0.0866428 0.243604 -0.116684 -0.262696 0.0924473 0.120424 -0.0831491 -0.0111692 -0.0978671 0.263826 -0.0505803 0.099945 0.0283641 -0.29737 -0.285998 -0.375453 -0.337799 0.0776935 0.213766 0.185028 0.163751 0.226309 -0.101208 -0.0657291 -0.0533252 -0.141536 -0.104931 -0.429935 -0.468326 -0.492238 -0.507837 -0.241199 -0.234788 -0.219583 -0.208992 0.0453773 -0.092621 -0.04532 -0.0101241 0.10958 0.148412 -0.179599 0.544556 -0.247484 -0.371905 0.311944 -0.151425 0.227884 0.51419 0.112638 0.395061 -0.495334 -0.151922 0.0195527 0.128846 0.110207 0.0917972 0.00203432 0.0817482 0.0958552 0.1041 -0.250929 -0.182893 0.345705 -0.0814182 -0.104543 -0.0731173 0.473721 1 0.803105 0.670972 0.00431269 0.0263153 -0.00801534 0.0353725 -0.0237921 -0.0262341 -0.0785964 0.0263164 -0.00201032 -0.0100576 0.0310227 -0.0182576 -0.0809316 0.0114628 0.000116252 -0.0489261 -0.00656151 -0.116901 0.0207013 0.192367 -0.0428675 -0.0130173 0.00935363 -0.0865865 -0.0902492 -0.0116653 -0.155388
94 0.00160966 -0.103109 0.0563581 -0.0196765 -0.194923 0.014494 -0.361225 -0.505993 -0.479077 0.372971 0.0133279 0.0698798 -0.00622438 -0.301705 -0.162087 -0.0544552 0.434448 0.21959 0.260201 -0.0414474 -0.0236376 -0.0255459 0.0222241 -0.0152421 0.12975 -0.0289515 0.0530623 0.0330189 -0.0508693 0.299908 0.355186 -0.331323 0.194513 -0.181421 0.384343 -0.201366 0.348949 -0.224792 0.0357821 -0.276717 -0.0121126 0.0185641 0.148695 -0.0704228 -0.0939154 -0.110196 -0.0217086 -0.0497785 -0.0825792 0.078799 0.0769729 0.000213208 -0.375616 -0.392256 -0.401834 -0.383991 -0.162398 -0.1446 -0.127642 -0.107362 -0.0558128 0.0630778 0.126625 0.129827 0.0999166 0.108971 -0.0420304 0.278789 -0.0111891 -0.12611 0.137514 -0.034112 0.156006 0.267177 0.247686 0.327205 -0.483884 0.0702911 0.154023 -0.0320582 -0.0461911 -0.0614666 -0.144995 -0.0978109 -0.102116 -0.087321 -0.195762 -0.198074 0.225443 0.0145832 -0.0152401 -0.0235164 0.512999 0.803105 1 0.742042 0.0233832 -0.00561678 -0.0233472 -0.006247 0.00900592 -0.0312464 -0.0408298 -0.00554905 -0.0268353 -0.0444756 0.0592187 0.0250418 -0.0534357 0.0588065 0.0118845 -0.017678 0.0388666 -0.0629891 0.118082 0.0812604 -0.00881387 0.0133094 -0.00781122 -0.037785 0.00822734 -0.025937 0.0755579
95 -0.0896376 -0.00327713 -0.00289411 0.0324147 -0.198279 0.000201778 -0.150555 -0.317647 -0.27454 0.255659 -0.0896108 -0.0747341 -0.0518262 -0.241734 0.0114916 -0.074313 0.356327 0.210764 0.167281 -0.0692525 -0.119618 -0.13607 -0.030314 -0.0261308 0.0692299 -0.0476365 -0.0301762 -0.046708 0.0178006 0.272785 0.32036 -0.325909 0.186776 -0.205941 0.318376 -0.117826 0.339585 -0.251442 -0.034064 -0.184009 -0.0786424 -0.0505611 0.15521 -0.0201951 -0.0386625 -0.0609317 0.0325528 -0.00492443 -0.0159614 -0.0173114 0.000381052 -0.0996174 -0.328306 -0.33596 -0.34159 -0.321774 -0.255304 -0.237553 -0.221407 -0.201985 0.027125 -0.018607 0.0918899 0.102288 0.111004 0.125669 -0.0215245 0.29068 -0.0448591 -0.185959 0.158566 -0.142501 0.206991 0.278312 0.188395 0.315846 -0.363854 0.0766271 0.120199 -0.0912215 -0.108356 -0.13146 -0.179904 -0.143739 -0.149548 -0.130794 -0.0966594 -0.216478 0.187314 -0.0652811 -0.0794173 -0.137901 0.761741 0.670972 0.742042 1 -0.00369275 -0.0408772 0.00284597 -0.0466785 -0.0162962 -0.0627689 -0.0434212 -0.0408516 -0.0357858 -0.0266171 0.0604057 0.000168996 -0.0478188 0.0428191 -0.0160099 -0.00560488 0.0185648 -0.104403 -0.0121659 -0.0424243 -0.0358425 -0.0117899 -0.00862472 -0.0344821 -0.107289 -0.0565631 -0.0194589
96 0.58474 -0.0152137 0.11332 -0.122192 0.0165023 0.0401436 -0.00949923 0.0154254 0.00483915 -0.0177073 0.569565 0.00138969 -0.0428132 -0.0242183 -0.0184119 -0.0568718 -0.024352 0.0826624 -0.0256132 -0.051189 -0.023523 0.0341885 -0.0212948 -0.017855 -0.023858 -0.0276579 -0.0359002 0.603291 0.0721441 0.0349154 0.0492856 -0.00903428 0.062338 -0.0300564 -0.0582758 0.029535 -0.00630097 -0.0031419 0.0708607 0.0936479 0.0641726 0.068268 0.043132 -0.114895 -0.117142 -0.0986285 -0.107894 -0.025882 -0.0447977 0.664823 0.165655 0.533115 0.0182987 0.023234 0.0307402 0.0386336 0.0475269 0.0463437 0.0479795 0.048434 -0.0391852 0.0542663 0.0828 0.0470283 -0.0148612 -0.00385032 -0.00129521 -0.068494 0.0744296 0.0587418 -0.0459599 0.514078 -0.0399727 -0.0700352 0.169599 0.0240399 -0.0489975 0.0291866 0.0907034 -0.0321627 -0.0222506 -0.00164185 -0.0338202 -0.0277427 -0.0167469 -0.0312205 0.0259094 -0.00777574 -0.00757398 0.617599 0.519273 0.0362936 -0.015266 0.00431269 0.0233832 -0.00369275 1 0.256107 -0.990827 0.28443 0.868876 0.257364 0.0531611 0.256086 -0.0294233 -0.260467 0.278399 0.140919 0.0425384 0.304406 0.906499 0.290571 0.0720051 0.392471 0.122202 0.174127 0.7982 0.962132 -0.07384 -0.00821518 -0.0596722 0.212053 0.162126
97 -0.0705145 -0.0732661 0.099007 -0.0294755 -0.11819 -0.0484101 -0.0552231 -0.0604387 -0.0334943 0.108318 -0.0708791 -0.0242586 -0.0215174 -0.104679 -0.0234808 0.00241407 0.103597 0.0254515 0.0557056 -0.0147362 0.0247858 0.0484503 -0.0418377 0.0266512 0.0564436 0.00496503 0.0185069 -0.0169174 0.0230239 0.0241509 0.0416631 -0.00200011 0.00155261 -0.0837128 -0.0416855 0.0470355 -0.000685136 0.00454762 0.0403565 0.0206761 0.0109106 0.0264688 -0.0758456 -0.10759 -0.112012 -0.105223 -0.123644 -0.0150831 -0.00843893 0.0625685 0.108098 -0.0369588 -0.0260274 -0.0299181 -0.0355665 -0.0462678 -0.0389287 -0.0401609 -0.0438748 -0.0469324 0.0412147 -0.0407443 -0.0296603 -0.0454618 -0.0847248 -0.0920502 -0.0530013 -0.0323913 -0.0418351 0.0438723 -0.0173228 -0.0171221 -0.0846017 -0.0298117 0.057535 0.0577271 -0.0591241 0.0422679 0.0353033 -0.0168913 -0.00870262 0.00604739 -0.0387329 -0.0210298 -0.0162055 -0.0178482 0.00149369 -0.0127551 0.0788418 0.0356082 0.0064271 -0.0365303 -0.0335066 0.0263153 -0.00561678 -0.0408772 0.256107 1 -0.238198 0.96539 0.155963 0.63465 -0.18378 0.999994 -0.0733148 -0.0298985 0.138555 -0.0985276 -0.165302 0.024097 0.28254 0.0366206 -0.0664507 -0.130128 0.044751 0.0879248 0.242737 0.215277 -0.2893 -0.108936 0.0301227 0.862321 0.0706351
98 -0.570052 0.0175922 -0.109181 0.117547 -0.0146237 -0.0349819 0.00925947 -0.0159883 -0.0055921 0.0174476 -0.555234 -0.00141838 0.0404305 0.0220396 0.0173531 0.0532024 0.0241435 -0.076253 0.0245577 0.0483242 0.0211135 -0.0356834 0.0185114 0.0173388 0.0219877 0.026791 0.0336183 -0.582985 -0.0669523 -0.0307334 -0.0456603 0.00709464 -0.0574089 0.0267233 0.0581427 -0.0315679 0.00821108 0.000171417 -0.0658423 -0.09298 -0.0595078 -0.0635139 -0.0401998 0.111092 0.112281 0.0933117 0.104459 0.0252211 0.0426192 -0.644915 -0.159458 -0.509518 -0.0172194 -0.0220342 -0.029153 -0.0360853 -0.0435973 -0.0419871 -0.0435751 -0.043824 0.0358595 -0.0497221 -0.0775561 -0.0425132 0.0174282 0.00472242 0.00558629 0.0658009 -0.0673934 -0.0556418 0.0431738 -0.50291 0.0393872 0.068284 -0.161023 -0.0267125 0.0518701 -0.0270663 -0.0869708 0.031201 0.0216438 0.00134168 0.032841 0.0269103 0.0160847 0.030268 -0.0200479 0.0108077 0.00516166 -0.607969 -0.503744 -0.0330525 0.0128276 -0.00801534 -0.0233472 0.00284597 -0.990827 -0.238198 1 -0.286447 -0.855267 -0.245082 -0.0639604 -0.23814 0.025119 0.248168 -0.270219 -0.129932 -0.0398525 -0.294635 -0.904222 -0.279207 -0.0609058 -0.379912 -0.12374 -0.176199 -0.775274 -0.940676 -0.0115222 0.0114223 0.0563845 -0.189624 -0.156526
99 -0.070637 -0.0860587 0.0970341 -0.0261831 -0.122078 -0.0492931 -0.0569574 -0.0564439 -0.0267833 0.119027 -0.070525 -0.0207214 -0.0170778 -0.107509 -0.0255035 0.0102389 0.111218 0.0183873 0.0583585 -0.00714259 0.0360309 0.0597674 -0.0324707 0.0297427 0.0598377 0.00113878 0.0191956 -0.0215914 0.0157309 0.0206244 0.041461 0.00468686 -0.00429926 -0.0821807 -0.0412872 0.0489229 -0.0024327 0.0111371 0.0350761 0.0380054 0.00306385 0.0197084 -0.0881002 -0.113902 -0.115948 -0.106311 -0.132609 -0.0137721 -0.00519282 0.0668479 0.113857 -0.0420035 -0.0293522 -0.0327622 -0.0382766 -0.048949 -0.0314839 -0.033331 -0.0366834 -0.0398566 0.0349711 -0.0375493 -0.0364094 -0.0547978 -0.100547 -0.101391 -0.0689251 -0.0419143 -0.0493832 0.0543228 -0.03126 -0.0116691 -0.089329 -0.0420041 0.0492855 0.0591852 -0.0811319 0.0389999 0.0379125 -0.00729628 0.00122059 0.0172826 -0.033532 -0.0134964 -0.00755066 -0.010865 -0.00512257 -0.0135567 0.090753 0.0486987 0.00864167 -0.0263243 -0.0401721 0.0353725 -0.006247 -0.0466785 0.28443 0.96539 -0.286447 1 0.170704 0.655211 -0.154512 0.965238 -0.0514448 -0.0243814 0.136297 -0.0985755 -0.174 0.0241553 0.31907 0.0383605 -0.0677695 -0.144791 0.0698349 0.114583 0.239174 0.229566 -0.0816288 -0.126683 0.0314604 0.828369 0.0740531
100 0.594211 -0.00327561 0.096266 -0.114893 0.0407168 0.0618066 -0.0090001 0.0196039 0.00339227 -0.0337407 0.578726 0.00208446 -0.0485283 -0.0117234 -0.0144877 -0.0692103 -0.0395443 0.0837389 -0.0385338 -0.0601676 -0.037204 0.00850528 -0.0237105 -0.022959 -0.0336574 -0.0305219 -0.043461 0.612499 0.0742157 0.0417386 0.0499675 -0.0154478 0.059857 -0.0184184 -0.0546395 0.0029139 0.0014123 -0.0162758 0.0873673 0.0762491 0.0848569 0.0864298 0.0533426 -0.0982561 -0.103292 -0.0837402 -0.0881169 -0.0215103 -0.043936 0.62783 0.1463 0.572641 0.014477 0.0230186 0.0324498 0.0449809 0.0558704 0.0562474 0.0599759 0.0632012 -0.0528445 0.0754003 0.0915797 0.0591781 0.000413017 0.00818081 0.0144376 -0.0655902 0.0938183 0.0627141 -0.0541912 0.535371 -0.0492475 -0.0647916 0.158889 -2.91191e-05 -0.0137831 0.0351192 0.0871548 -0.0373648 -0.027757 -0.0116377 -0.0303623 -0.029405 -0.021811 -0.0326484 0.0409956 0.0129937 -0.0315287 0.567441 0.545976 0.0470854 -0.0370527 -0.0237921 0.00900592 -0.0162962 0.868876 0.155963 -0.855267 0.170704 1 0.446111 0.375885 0.155928 -0.0202139 -0.255114 0.235158 0.195748 0.109621 0.299431 0.792651 0.297401 0.047585 0.42755 0.0988436 0.144101 0.800863 0.890206 -0.0395497 0.0634985 -0.0469628 0.177633 0.167205
101 0.0447874 -0.0549189 0.099703 -0.0540653 -0.0545658 -0.0150429 -0.0336779 -0.0280355 -0.0108952 0.0659934 0.0416552 -0.0161135 -0.0448384 -0.0857985 -0.0122636 -0.0360173 0.0608863 0.0571163 0.0341342 -0.042975 -0.00664098 0.0123255 -0.0352553 0.0130461 0.0139817 -0.0145019 -0.0143882 0.0955863 0.0512079 0.0244384 0.0418469 -0.00884485 0.0178658 -0.0713432 -0.0485957 0.0132299 0.00617535 -0.0126557 0.0894771 0.0249628 0.0691928 0.0797728 -0.0544841 -0.117687 -0.124311 -0.112813 -0.128941 0.00232813 -0.0104527 0.132561 0.115882 0.0952942 -0.0190369 -0.0143028 -0.0115889 -0.0141884 -0.019263 -0.0176921 -0.0155711 -0.0142454 0.0225883 -0.00491707 0.00337433 -0.0129863 -0.0643471 -0.0776045 -0.0208897 -0.0449715 0.0128781 0.0612652 -0.0453431 0.0984859 -0.104571 -0.0370744 0.0779023 0.0151692 -0.0151951 0.0516634 0.0425174 -0.0308916 -0.0200258 -0.00490223 -0.0394295 -0.0288666 -0.0267929 -0.0267931 0.045747 0.0206243 0.00747699 0.0850476 0.133715 -0.0191381 -0.0646624 -0.0262341 -0.0312464 -0.0627689 0.257364 0.63465 -0.245082 0.655211 0.446111 1 0.535811 0.634603 -0.0512072 -0.113595 0.151674 -0.00473844 0.00663219 0.103035 0.324514 0.11183 -0.0454006 -0.0277222 0.0424472 0.0564868 0.321511 0.267481 -0.051943 0.0420764 0.0716903 0.615284 0.128146
102 0.138339 0.0386582 0.00175903 -0.0383601 0.0818458 0.0510485 0.0247715 0.0387348 0.0244253 -0.0586463 0.134236 0.00387686 -0.0272305 0.0239509 0.00871554 -0.0506604 -0.0615301 0.0412119 -0.0157276 -0.0375472 -0.0414935 -0.0358654 -0.0073386 -0.0192961 -0.0392377 -0.022621 -0.0423495 0.130179 0.0309084 0.00460377 -0.000788155 -0.0108665 0.0159578 0.0155487 -0.016199 -0.0329811 0.0068984 -0.0216186 0.0653268 0.0099979 0.0794838 0.0721291 0.0431429 -0.0181919 -0.0214368 -0.0124123 -0.0111104 0.0101371 -0.00627967 0.0842613 0.0143922 0.168865 0.00660071 0.0145202 0.0238422 0.0318683 0.0316393 0.0352305 0.0421657 0.0474546 -0.0271691 0.0541892 0.061003 0.0590338 0.0397394 0.0234454 0.0581233 -0.0218752 0.0851928 0.0243585 -0.034791 0.128588 -0.0184262 -0.011385 0.0184498 -0.0625104 0.0668115 0.00359643 0.00327329 -0.0109516 -0.00791172 -0.00431369 0.00593987 -0.00396079 -0.00583406 -0.00591654 0.0677369 0.0571345 -0.0994871 0.0777335 0.147894 0.0296284 -0.059698 -0.0785964 -0.0408298 -0.0434212 0.0531611 -0.18378 -0.0639604 -0.154512 0.375885 0.535811 1 -0.183848 0.0097449 -0.138634 0.0459637 0.128191 0.254207 0.133938 0.0958669 0.102377 0.0281556 0.0959785 -7.78475e-05 -0.0377529 0.118078 0.0991548 0.194829 0.201963 0.0771128 -0.070494 0.0823071
103 -0.0705206 -0.0732382 0.0990554 -0.0295439 -0.118206 -0.0483146 -0.0552188 -0.0604188 -0.0334944 0.108316 -0.0708862 -0.0242552 -0.021525 -0.104702 -0.023507 0.00237661 0.103613 0.0255336 0.0557237 -0.0147543 0.0247573 0.0484262 -0.041825 0.0266294 0.0564242 0.0049543 0.0184801 -0.0169223 0.0230408 0.0242468 0.0417605 -0.00206689 0.00165925 -0.083738 -0.0415919 0.0470031 -0.000601314 0.00447179 0.0403513 0.0207405 0.0109077 0.026465 -0.0757867 -0.107679 -0.112104 -0.105323 -0.123728 -0.0150904 -0.0084576 0.0626537 0.108268 -0.0369343 -0.0260415 -0.0299198 -0.0355616 -0.0462586 -0.0389045 -0.0401277 -0.0438396 -0.0468958 0.0411 -0.0406537 -0.0296076 -0.0454195 -0.0846963 -0.0920438 -0.052951 -0.0324519 -0.0418172 0.043932 -0.0173754 -0.0171277 -0.0846019 -0.0298599 0.0577618 0.0577908 -0.0591966 0.0423284 0.0353431 -0.0168537 -0.00867206 0.00605875 -0.0387062 -0.0209962 -0.0161794 -0.0177992 0.00157569 -0.0126341 0.0790414 0.0355899 0.00636673 -0.0364892 -0.0335172 0.0263164 -0.00554905 -0.0408516 0.256086 0.999994 -0.23814 0.965238 0.155928 0.634603 -0.183848 1 -0.0732562 -0.0300798 0.138668 -0.0982537 -0.165388 0.0243309 0.28254 0.0369794 -0.0667017 -0.130204 0.0448969 0.0879377 0.242659 0.215236 -0.289918 -0.10914 0.0301339 0.862267 0.0707468
104 -0.00413818 -0.0777686 -0.315934 0.293779 -0.0436555 0.0046438 -0.0549944 -0.054681 -0.0427057 0.0553493 -0.00418714 0.00109308 0.0437149 0.015531 0.041188 0.13406 0.0234759 -0.143864 0.0454557 0.0625376 0.0712229 0.00681169 0.00512355 -0.0142874 0.0225161 0.000500713 0.00371729 -0.0686251 -0.108195 -0.0758586 -0.106023 0.0533129 -0.120239 0.0505408 -0.0126548 -0.0132986 -0.0772536 0.062552 -0.0765432 -0.110155 -0.0803666 -0.0800554 -0.11421 0.184367 0.195653 0.164987 0.184978 0.00327868 0.0228369 -0.202601 -0.27755 0.0134965 -0.0577906 -0.078534 -0.0966053 -0.100223 -0.040238 -0.053191 -0.0595508 -0.060331 0.00239412 -0.0439587 -0.146333 -0.122168 -0.068836 -0.052095 -0.102582 0.104896 -0.112067 -0.0319864 0.00137497 0.00227024 0.00391121 0.0868693 -0.14034 -0.0339553 0.0345301 -0.115509 -0.116685 0.0225324 0.0212682 0.0239571 0.0197731 0.00953085 0.0160391 0.00290739 -0.0546787 -0.0193031 -0.0665724 -0.104577 -0.0867282 -0.0159502 -0.0412718 -0.00201032 -0.0268353 -0.0357858 -0.0294233 -0.0733148 0.025119 -0.0514448 -0.0202139 -0.0512072 0.0097449 -0.0732562 1 0.241095 -0.344212 0.211333 -0.0206173 -0.115379 -0.0817717 0.0104781 -0.0368464 0.0413945 -0.0940735 -0.119886 -0.0166296 -0.0235079 0.108868 -0.0282315 -0.0435422 -0.0388315 -0.21692
105 -0.197884 -0.136626 -0.212538 0.265015 -0.0446804 -0.184379 -0.0802872 -0.0515813 -0.0371489 0.0739458 -0.193597 -0.00431858 0.0503932 0.0166884 0.0139865 0.139169 0.0482666 -0.171117 0.0602864 0.0707561 0.0654338 0.00453582 0.00178295 -0.00966488 0.00540145 0.0173897 0.0252896 -0.293683 -0.159453 -0.137229 -0.121094 0.0243527 -0.155618 0.0805798 0.035396 -0.040732 -0.0419676 0.0219938 -0.0408476 -0.106932 -0.0813205 -0.0651275 -0.182214 0.144632 0.164169 0.126076 0.138454 0.0452042 0.0921773 -0.296137 -0.217786 -0.257229 -0.0214577 -0.0241181 -0.0332861 -0.0464247 -0.107307 -0.105718 -0.109038 -0.118077 0.150092 -0.169029 -0.225275 -0.207943 -0.135167 -0.117171 -0.154175 0.0751501 -0.223404 -0.0522342 0.0255737 -0.153836 0.0178712 0.0578218 -0.170208 -0.0215231 -0.0166386 -0.102663 -0.162477 0.00752411 -0.00476628 -0.0191011 0.0310423 0.0197046 0.015582 0.0188532 -0.0912863 -0.0482945 0.0219027 -0.168814 -0.19829 -0.110853 0.02254 -0.0100576 -0.0444756 -0.0266171 -0.260467 -0.0298985 0.248168 -0.0243814 -0.255114 -0.113595 -0.138634 -0.0300798 0.241095 1 -0.588424 -0.575057 -0.223962 -0.88471 -0.253344 0.0231081 -0.119885 -0.116265 -0.0714666 -0.100336 -0.238095 -0.255204 0.112115 -0.0727203 0.00431912 -0.0657363 -0.210188
106 0.185657 0.0164195 0.404052 -0.309845 -0.0865645 -0.0650913 0.0661259 0.0372016 0.0388963 -0.023502 0.181506 0.0026676 -0.103364 -0.0714655 -0.0501319 -0.154038 0.0111758 0.174036 -0.00684514 -0.110406 -0.0926414 -0.0049023 -0.065196 -0.00869762 -0.0263005 -0.00847362 -0.014047 0.278448 0.170463 0.0563297 0.0978746 -0.0377538 0.16276 -0.100985 -0.0410568 0.0973517 0.0604155 -0.03929 0.11402 0.120305 0.125047 0.124675 0.068495 -0.250549 -0.255696 -0.236148 -0.246259 0.0266379 0.00403238 0.395155 0.331355 0.00351032 0.0412305 0.0340915 0.0337467 0.0248572 -0.0772484 -0.0787111 -0.0792423 -0.0784271 0.0905347 -0.0627352 0.0957195 0.068607 0.00536046 0.00422877 0.0363026 -0.0774714 0.0333178 0.0231409 0.00757666 0.208089 -0.05746 -0.0691249 0.290712 0.116107 -0.0550441 0.114065 0.0996766 -0.106142 -0.0957294 -0.0793195 -0.126958 -0.106868 -0.0997333 -0.092797 0.0574362 -0.0470942 0.0614687 0.177556 0.136757 -0.102371 0.0904892 0.0310227 0.0592187 0.0604057 0.278399 0.138555 -0.270219 0.136297 0.235158 0.151674 0.0459637 0.138668 -0.344212 -0.588424 1 -0.0877605 -0.00648233 0.697809 0.274145 0.0568397 -0.0340181 0.122441 0.0349526 0.121092 0.26881 0.221019 -0.173342 0.0303028 0.0134171 0.0123011 0.25753
107 0.166094 0.151163 -0.0911602 -0.074462 0.0995147 0.369893 0.0375867 0.0334408 0.00361942 -0.0706077 0.161579 0.00362578 -0.0176707 0.0194499 0.023407 -0.0810854 -0.0640049 0.0943313 -0.0844112 -0.0397763 -0.0421952 -0.0457397 0.0124266 -0.00142796 -0.000681544 -0.0308186 -0.0563378 0.218965 0.0852724 0.177066 0.114494 -0.0425422 0.101692 -0.0353615 0.00449522 -0.0527368 0.0464053 -0.0402253 -0.0246864 0.0286017 0.0191364 -0.00180025 0.191057 0.0123075 -0.00688114 0.0119418 0.0203541 -0.0944085 -0.13681 0.106021 0.011024 0.40464 -0.028102 -0.0177017 -0.00785702 0.0265868 0.20962 0.211964 0.216816 0.230505 -0.329648 0.320143 0.223938 0.220673 0.168396 0.156718 0.168121 -0.0658887 0.285407 0.085457 -0.0784607 0.105001 -0.00263132 -0.0543494 -0.00924051 -0.061545 0.0544139 0.0629567 0.159004 0.0469092 0.0560051 0.0608022 0.0308729 0.0247972 0.0296551 0.01349 0.0663355 0.10496 -0.0631247 0.0924548 0.175674 0.24669 -0.0985876 -0.0182576 0.0250418 0.000168996 0.140919 -0.0985276 -0.129932 -0.0985755 0.195748 -0.00473844 0.128191 -0.0982537 0.211333 -0.575057 -0.0877605 1 0.241626 0.619746 0.106602 0.00386738 0.187895 0.0932361 0.109485 0.0227981 0.13725 0.181235 0.0467269 0.0721761 -0.0287125 0.00326267 0.0583271
108 0.10442 0.0437729 -0.0424818 -0.0849811 0.302174 0.0923656 -0.0193749 0.0131592 -0.00193041 -0.0584172 0.102316 0.00172771 0.0511858 0.0476308 0.000830604 0.0165238 -0.0892738 0.0232777 -0.0214235 0.0488181 0.0489126 0.0635904 0.0695378 0.0201003 0.0106424 0.0183966 0.00978839 0.053444 -0.0353433 -0.0116745 -0.0486956 0.0504149 -0.029599 0.0447569 -0.0154465 -0.0195768 -0.0450305 0.0439656 0.00680098 0.0337265 0.0434311 0.0248162 0.0566628 0.0376777 0.0341709 0.0593556 0.0458583 -0.0235675 -0.0420151 0.0168274 -0.0414164 0.29744 0.0400647 0.0458473 0.062878 0.074799 0.203286 0.200626 0.208755 0.210869 -0.129648 0.158068 0.1062 0.0940745 0.0538906 0.0372185 0.0733632 -0.0439961 0.165064 0.0528332 -0.0289505 0.00733528 0.0752022 -0.0328611 -0.0699662 -0.128155 0.0396879 -0.0841189 0.0235992 0.143776 0.154148 0.163261 0.12469 0.11312 0.116383 0.100217 0.0798525 0.117523 -0.152304 0.140916 0.249556 0.190729 -0.128318 -0.0809316 -0.0534357 -0.0478188 0.0425384 -0.165302 -0.0398525 -0.174 0.109621 0.00663219 0.254207 -0.165388 -0.0206173 -0.223962 -0.00648233 0.241626 1 0.244798 0.0506408 0.129962 0.132117 0.0121778 0.0744178 0.0292737 0.0336745 0.146855 0.0593754 0.181751 0.0124687 0.0492358 0.0486325
109 0.248863 0.124712 0.238434 -0.288295 0.022345 0.195977 0.080389 0.0523272 0.0339197 -0.0696273 0.243004 0.00428168 -0.0882402 -0.0372053 -0.0176953 -0.169789 -0.0403231 0.200693 -0.0642347 -0.1083 -0.0970272 -0.0311847 -0.0341298 -0.00740542 -0.0189086 -0.0264884 -0.0465287 0.35568 0.18925 0.162643 0.147789 -0.0501152 0.189911 -0.101047 -0.038961 0.0448842 0.0650772 -0.047471 0.0619542 0.11121 0.102779 0.0870432 0.190574 -0.17455 -0.192301 -0.161881 -0.164598 -0.0439546 -0.0927658 0.358307 0.246257 0.282283 0.0152069 0.0159477 0.0233753 0.0397647 0.0950966 0.094119 0.0975516 0.108175 -0.158752 0.179672 0.236004 0.213864 0.12779 0.121222 0.149232 -0.099232 0.231951 0.0738051 -0.0478681 0.213941 -0.0349823 -0.0853608 0.208286 0.0375309 0.000446328 0.122462 0.191199 -0.0422594 -0.0272477 -0.00995785 -0.0703209 -0.0596693 -0.0508937 -0.0581276 0.0895257 0.0359263 -0.00734407 0.201235 0.224913 0.10184 -0.002669 0.0114628 0.0588065 0.0428191 0.304406 0.024097 -0.294635 0.0241553 0.299431 0.103035 0.133938 0.0243309 -0.115379 -0.88471 0.697809 0.619746 0.244798 1 0.280637 0.0296353 0.104317 0.143184 0.102533 0.110151 0.279177 0.287858 -0.0871123 0.0798251 -0.00844607 0.00374119 0.230541
110 0.469583 -0.0166751 0.127843 -0.128704 0.0180904 0.0307232 -0.0033441 0.0174483 0.0117337 -0.00376775 0.457023 -0.000983884 -0.0486882 -0.0341921 -0.0197643 -0.0606956 -0.0101956 0.0804771 -0.0277878 -0.0567469 -0.026247 0.0335678 -0.0298108 -0.0146179 -0.0263144 -0.0275587 -0.0376422 0.493348 0.0736161 0.0427623 0.0558124 -0.010345 0.0572125 -0.0375537 -0.0591449 0.0311813 -0.00140172 -0.00538562 0.0685466 0.0882762 0.0614161 0.0656518 0.0320686 -0.119181 -0.123927 -0.104789 -0.113213 -0.0197908 -0.0373522 0.562974 0.173381 0.474966 0.0202419 0.0249614 0.0324323 0.0398194 0.0476609 0.0480441 0.0503629 0.0512496 -0.0364618 0.0564532 0.0739781 0.0399471 -0.0222488 -0.020002 0.00113389 -0.0747598 0.0758445 0.0676141 -0.0489868 0.4234 -0.0407242 -0.0725425 0.135914 0.0172551 -0.0418606 0.038591 0.0964113 -0.0330008 -0.0210001 0.00079837 -0.0391598 -0.0318399 -0.0205617 -0.0330536 0.0310189 -0.00199614 -0.00596811 0.532207 0.491659 0.0391018 -0.0228029 0.000116252 0.0118845 -0.0160099 0.906499 0.28254 -0.904222 0.31907 0.792651 0.324514 0.0958669 0.28254 -0.0817717 -0.253344 0.274145 0.106602 0.0506408 0.280637 1 0.27092 0.0191376 0.321254 0.113584 0.149318 0.702345 0.870884 -0.0323449 -0.0189984 0.0626457 0.214933 0.162452
111 0.256101 -0.024189 0.0242943 -0.0416226 0.0648505 0.00040348 -0.0137247 0.0219477 0.00760069 -0.0269858 0.249489 0.00046293 -0.018821 0.021505 -0.00118578 -0.0118652 -0.035385 0.00205986 -0.0368606 -0.0301085 -0.0266432 -0.010085 -0.0201892 0.0153015 -0.031721 -0.0108684 -0.022359 0.230118 0.00760361 -0.0222626 -0.0131201 -0.00670667 -0.0163885 0.0316885 -0.0128667 -0.0243184 -0.00289429 -0.01511 0.0681414 0.0435495 0.0540646 0.0594545 -0.00185654 -0.0380781 -0.0421929 -0.0336875 -0.0441598 0.0239595 0.0273086 0.224878 0.0523659 0.190509 0.0207135 0.02826 0.0393338 0.0450951 0.00856407 0.01047 0.0126579 0.0129055 0.0142718 0.00131137 0.0186853 0.00252459 -0.0218823 -0.0324677 -0.00668035 -0.0262283 0.031453 0.0345899 -0.0256522 0.218937 -0.00188598 -0.0215729 0.0411504 -0.0326457 0.0327284 -0.00278493 0.0156694 -0.0181184 -0.0142138 -0.00935961 0.006823 -0.0037187 0.00248181 -0.0077099 0.0123493 0.00865575 -0.0403612 0.241469 0.173684 -0.0115147 -0.0195593 -0.0489261 -0.017678 -0.00560488 0.290571 0.0366206 -0.279207 0.0383605 0.297401 0.11183 0.102377 0.0369794 0.0104781 0.0231081 0.0568397 0.00386738 0.129962 0.0296353 0.27092 1 0.0125345 0.177909 0.0307308 0.0195458 0.323358 0.313898 0.015295 0.104119 0.0248207 0.0615831 0.0624303
112 0.11682 0.0345826 -0.0518758 -0.0268242 0.133093 0.0960599 0.0058463 0.00523361 0.00240153 -0.00344018 0.115742 0.000171121 0.00912167 -0.0193674 -0.00773844 -0.0112445 -0.00634572 0.0669756 0.00635328 0.00562292 -0.00310857 -0.00384605 0.0274586 -0.00340216 -0.0110975 -0.0230867 -0.0153967 0.119394 0.012024 0.0408038 0.0230481 -0.0100375 0.0402853 -0.0224126 0.0434204 -0.0159629 0.0155785 -0.0068153 0.00271077 0.0397613 0.0217082 0.0119401 0.0548902 -0.0173143 -0.0139535 -0.0122444 -0.0125764 -0.0440252 -0.0581808 0.119612 0.00689276 0.205732 0.00881026 0.0152756 0.0250359 0.0287219 0.119309 0.120569 0.12415 0.124761 -0.113878 0.114841 0.0839045 0.0753583 0.0425295 0.0415077 0.0503902 -0.0428994 0.101683 0.0353956 -0.0363473 0.0439071 0.0454322 -0.0382149 -0.0366691 -0.072044 -0.0265854 -0.0151276 0.0430179 0.0731035 0.071468 0.0676328 0.0565888 0.0533944 0.0483279 0.0467598 0.0532879 0.0479095 -0.0574601 0.111043 0.0831513 0.120017 -0.0328275 -0.00656151 0.0388666 0.0185648 0.0720051 -0.0664507 -0.0609058 -0.0677695 0.047585 -0.0454006 0.0281556 -0.0667017 -0.0368464 -0.119885 -0.0340181 0.187895 0.132117 0.104317 0.0191376 0.0125345 1 0.0117651 0.0752469 0.0346822 0.0383628 0.115837 0.0196681 0.110277 -0.0280955 0.0444286 0.0159337
113 0.713652 -0.015078 0.149758 -0.131389 -0.00108397 0.0116338 0.0257356 0.0624762 0.0316317 -0.124245 0.693445 0.081044 -0.0473786 0.0611473 -0.0112489 -0.0731654 -0.127047 0.0304557 -0.0526491 -0.0579793 -0.033828 0.0200887 -0.0584091 -0.018051 -0.0412107 -0.0101576 -0.0415927 0.649896 0.06614 -0.0430074 -0.0265278 0.00534293 0.0450044 0.0459908 -0.113279 -0.00189476 -0.0599365 0.00656827 0.14794 0.039994 0.143642 0.144667 0.0305081 -0.0832193 -0.0987584 -0.0844217 -0.0885755 0.0069321 -0.00604451 0.570471 0.139561 0.426453 0.0411658 0.049903 0.0657804 0.0777566 -0.0349025 -0.0342823 -0.031912 -0.028708 0.0220406 -0.021358 0.0314553 0.00782579 -0.00756236 -0.00530854 0.0167997 -0.0439725 0.0337028 0.0421708 -0.0553682 0.700792 -0.177089 -0.0415442 0.22004 0.0288209 0.137969 0.0490677 0.0798577 -0.0863627 -0.0745971 -0.0563663 -0.0593039 -0.0539012 -0.0407191 -0.0485535 0.02782 0.0369133 -0.0282498 0.526516 0.425952 -0.0488454 -0.0692734 -0.116901 -0.0629891 -0.104403 0.392471 -0.130128 -0.379912 -0.144791 0.42755 -0.0277222 0.0959785 -0.130204 0.0413945 -0.116265 0.122441 0.0932361 0.0121778 0.143184 0.321254 0.177909 0.0117651 1 -0.170856 0.0076993 0.519558 0.399946 -0.0676783 0.10983 0.299632 -0.113166 0.1968
114 0.231897 -0.00407173 0.0950532 -0.337458 0.389944 0.370103 -0.095749 0.119725 0.0459793 0.0154341 0.258147 0.331113 -0.0236611 -0.0343332 -0.265259 -0.113916 -0.0244862 0.197055 -0.087992 -0.0170163 0.0191236 0.0642405 0.0744308 0.0404042 -0.0251547 0.0293401 -0.013839 0.227731 0.0650091 0.180894 0.180091 -0.0250507 0.172615 -0.0168576 0.00538433 -0.0352247 0.0641044 -0.0616258 0.0919085 0.410489 0.167487 0.133427 0.159223 -0.256921 -0.251317 -0.162082 -0.25046 -0.12369 -0.188812 0.272298 0.322525 0.403768 0.152838 0.184338 0.207023 0.234298 0.607741 0.61381 0.620002 0.622812 -0.520006 0.526983 0.348481 0.281645 0.0159781 0.0926088 0.0878038 -0.430135 0.414669 0.420322 -0.311659 0.15054 0.140485 -0.448336 0.128743 -0.19723 -0.41044 -0.059376 0.16333 0.278501 0.276065 0.2594 0.251341 0.232082 0.234904 0.187833 0.216577 0.299429 0.128074 0.24397 0.238896 0.614772 -0.221341 0.0207013 0.118082 -0.0121659 0.122202 0.044751 -0.12374 0.0698349 0.0988436 0.0424472 -7.78475e-05 0.0448969 -0.0940735 -0.0714666 0.0349526 0.109485 0.0744178 0.102533 0.113584 0.0307308 0.0752469 -0.170856 1 0.587804 0.00525757 0.131075 0.0557337 -0.0766337 0.228084 0.0671986 0.28139
115 0.270356 -0.0515056 0.147023 -0.215636 0.296921 0.078366 -0.173279 -0.023507 -0.0404188 0.00678572 0.298196 0.343561 0.250454 0.0846111 -0.244916 0.16127 -0.0583362 -0.0164381 -0.0405689 0.275346 0.30788 0.360947 0.226336 0.0919374 0.124029 0.146851 0.215107 0.258567 -0.108993 -0.0806039 -0.0864892 0.269247 -0.0169501 0.102644 -0.182148 0.163265 -0.206577 0.251585 -0.0783341 0.34728 -0.0564793 -0.0670439 0.068962 -0.0774482 -0.0654682 -0.00499044 -0.112392 -0.183811 -0.180489 0.327097 0.217844 0.313736 0.0825153 0.0935349 0.108193 0.104143 0.387005 0.379377 0.382955 0.375013 -0.262508 0.216214 0.133514 0.0791784 -0.0302548 0.0874536 -0.128472 -0.149353 0.082662 0.152432 -0.10977 0.215304 0.118077 -0.196134 0.138523 -0.0370383 -0.391387 -0.202669 0.0543693 0.391172 0.394362 0.391821 0.325447 0.3682 0.388089 0.338193 0.101856 0.254959 0.31293 0.332451 0.239042 0.401711 -0.175459 0.192367 0.0812604 -0.0424243 0.174127 0.0879248 -0.176199 0.114583 0.144101 0.0564868 -0.0377529 0.0879377 -0.119886 -0.100336 0.121092 0.0227981 0.0292737 0.110151 0.149318 0.0195458 0.0346822 0.0076993 0.587804 1 0.0853278 0.171587 0.023457 -0.0829463 0.206644 0.0800237 0.153829
116 0.609147 -0.032663 0.122017 -0.109191 -0.0179917 0.0220114 0.000127088 0.0157251 0.00779243 -0.0217242 0.592238 -0.00313123 -0.0688802 -0.0227732 0.000875426 -0.0684933 -0.0261568 0.0552146 -0.0257519 -0.0766301 -0.0412115 0.00639926 -0.0489171 -0.0239446 -0.0352679 -0.0305356 -0.0328547 0.631197 0.0880217 0.00904169 0.0238355 -0.00854722 0.0390101 -0.0294517 -0.097603 0.0220707 -0.0262302 -0.00306331 0.116826 0.0476393 0.108284 0.113485 0.0110004 -0.106779 -0.115107 -0.0952859 -0.1028 -0.00429904 -0.0263051 0.616365 0.140323 0.458568 0.0186203 0.0216123 0.0308742 0.0403006 -0.013749 -0.0164675 -0.0147884 -0.0124621 0.00991393 0.00330076 0.0454193 0.0181664 -0.0339557 -0.0338725 -0.0112135 -0.0442192 0.0514004 0.0517172 -0.0616241 0.589574 -0.0935111 -0.0426173 0.180687 0.00770124 0.0334 0.0542963 0.058089 -0.0851708 -0.0750721 -0.0564167 -0.0711995 -0.0699031 -0.0628402 -0.0709143 0.0199079 -0.0250025 -0.0553079 0.584281 0.493012 -0.027473 -0.033829 -0.0428675 -0.00881387 -0.0358425 0.7982 0.242737 -0.775274 0.239174 0.800863 0.321511 0.118078 0.242659 -0.0166296 -0.238095 0.26881 0.13725 0.0336745 0.279177 0.702345 0.323358 0.0383628 0.519558 0.00525757 0.0853278 1 0.802372 -0.115349 0.0784359 -0.0524262 0.245532 0.180868
117 0.595543 -0.00758423 0.083179 -0.11486 0.0677446 0.0602628 -0.0176785 0.0126471 -0.00125808 -0.0265859 0.580275 0.000468737 -0.0299089 -0.0143116 -0.0156733 -0.0481532 -0.0374617 0.0824027 -0.0334214 -0.0386962 -0.0137259 0.0371719 -0.0119144 -0.0134251 -0.0223378 -0.0273786 -0.0371508 0.604611 0.0576895 0.0312821 0.0383375 -0.00381062 0.05027 -0.0171276 -0.0555157 0.0161397 -0.012159 0.00042387 0.0694856 0.0921455 0.0674556 0.0688683 0.0521404 -0.094368 -0.0965611 -0.0766917 -0.0842864 -0.0363836 -0.0557974 0.643698 0.144149 0.60734 0.0176408 0.0255455 0.0357521 0.0479826 0.0856287 0.0853083 0.0887057 0.0906124 -0.065549 0.0855455 0.0975048 0.059996 -0.0044006 0.00412424 0.0102421 -0.0721873 0.100868 0.0669322 -0.0509312 0.512398 -0.0236681 -0.072061 0.139857 -0.00582324 -0.0365988 0.0129038 0.0920017 -0.00538616 0.0050471 0.0242514 -0.00696853 -0.00397415 0.00697768 -0.00931052 0.0440553 0.0180855 -0.0288237 0.634487 0.578405 0.0751787 -0.0428173 -0.0130173 0.0133094 -0.0117899 0.962132 0.215277 -0.940676 0.229566 0.890206 0.267481 0.0991548 0.215236 -0.0235079 -0.255204 0.221019 0.181235 0.146855 0.287858 0.870884 0.313898 0.115837 0.399946 0.131075 0.171587 0.802372 1 -0.0897363 0.023349 -0.0626765 0.259342 0.160234
118 -0.061583 -0.00642594 -0.0826596 0.0529399 0.0323886 0.0243657 0.000652208 0.013327 0.013687 0.00560079 -0.0587123 0.00605371 0.0246868 0.0242287 0.010026 0.0318875 -0.0062529 -0.0380344 -0.00404935 0.0287987 0.0226617 0.00275819 0.0385334 -0.0024904 0.0120691 -0.00185137 0.00668943 -0.0867229 -0.0429473 -0.0123131 -0.0151707 0.0102116 -0.0386766 0.0348779 0.0103459 -0.0248621 -0.00747549 0.0130994 -0.0292809 0.0126227 -0.0267532 -0.0289061 -0.0103332 0.0430806 0.0517766 0.0565734 0.0412641 -0.00332415 0.00428358 -0.106089 -0.0635838 -0.0470572 -0.0166061 -0.016794 -0.0136916 -0.011475 0.0388841 0.0367669 0.0393846 0.0405133 -0.04027 0.0368867 -0.0108189 -0.00814246 -0.00809832 0.00952338 -0.0233963 -0.0031142 0.0055359 0.0158256 -0.0318895 -0.0414557 0.0206774 -0.00999547 -0.089929 -0.0323976 -0.0217648 -0.0315501 -0.00630079 0.0317609 0.028 0.0231709 0.0404313 0.0345232 0.0331948 0.0303493 -0.0164555 0.00517987 -0.0200466 -0.0283826 -0.0279634 0.0516808 -0.0295986 0.00935363 -0.00781122 -0.00862472 -0.07384 -0.2893 -0.0115222 -0.0816288 -0.0395497 -0.051943 0.194829 -0.289918 0.108868 0.112115 -0.173342 0.0467269 0.0593754 -0.0871123 -0.0323449 0.015295 0.0196681 -0.0676783 0.0557337 0.023457 -0.115349 -0.0897363 1 0.00717878 0.0211531 -0.23724 -0.0390016
119 0.0765267 -0.000280343 0.0109872 -0.0332091 0.0654242 0.0259556 0.0112714 0.00514455 -0.00100119 -0.0427558 0.0732047 -0.00400613 -0.0112056 0.0201408 0.0332362 -0.0132079 -0.0556175 -0.000998348 -0.0287072 -0.0165091 -0.00394235 0.00896318 -0.00271235 0.0159007 -0.037363 -0.0103499 -0.0191294 0.0735576 0.0265468 -0.0491253 -0.0508596 0.00470293 -0.0267525 0.018021 -0.0237103 -0.0271066 -0.019857 5.72955e-06 0.0678108 -0.0321069 0.0753684 0.0709558 0.00417052 0.00172086 -0.000957857 0.000743444 0.0129361 0.0172933 0.00293828 0.041544 -0.0118227 0.0540665 0.0367768 0.0370587 0.0437454 0.051576 0.0114815 0.00833722 0.0101401 0.0128321 0.0132672 -0.000166716 0.0200746 0.0167712 0.00719461 -0.017173 0.031243 0.00905483 0.0495803 0.00710701 -0.0141264 0.102714 -0.0431945 0.0205015 -0.0058179 -0.0719742 0.113925 0.000692248 -0.0303972 -0.0205776 -0.016193 -0.00480027 0.00656512 -0.00909187 -0.0164472 -0.012284 0.0338283 -0.00864719 -0.108952 0.0289426 0.0446513 -0.00639503 -0.0552947 -0.0865865 -0.037785 -0.0344821 -0.00821518 -0.108936 0.0114223 -0.126683 0.0634985 0.0420764 0.201963 -0.10914 -0.0282315 -0.0727203 0.0303028 0.0721761 0.181751 0.0798251 -0.0189984 0.104119 0.110277 0.10983 -0.0766337 -0.0829463 0.0784359 0.023349 0.00717878 1 -0.0157121 -0.0211001 0.0550377
120 0.466352 -0.0943675 0.260793 -0.276234 0.101888 0.125353 0.00130116 0.11729 0.0831796 -0.010168 0.478179 0.258955 -0.126211 -0.0646017 -0.15881 -0.154076 -0.0248255 0.176036 -0.0571131 -0.11718 -0.0554331 0.0213778 -0.0930427 -0.00736444 -0.0631116 -0.0247191 -0.0729589 0.44777 0.170169 0.0846077 0.105062 -0.0257314 0.170034 -0.0606542 -0.0802463 0.0247917 0.00872613 -0.0459483 0.237638 0.238061 0.253158 0.248832 0.0148824 -0.306617 -0.31417 -0.274949 -0.310927 -0.0244997 -0.0669444 0.407445 0.350191 0.343477 0.13135 0.148809 0.167379 0.179635 0.185672 0.193727 0.1984 0.199857 -0.162805 0.17603 0.13146 0.0699661 -0.0946978 -0.0734409 0.00180868 -0.281824 0.167624 0.255782 -0.227716 0.463775 -0.112974 -0.283626 0.244349 -0.047481 -0.110084 0.10853 0.108925 -0.0176428 -0.00477087 0.00788651 -0.0335711 -0.0289654 -0.0177136 -0.0371026 0.143425 0.0792234 0.0611081 0.362686 0.30641 0.170946 -0.13423 -0.0902492 0.00822734 -0.107289 -0.0596722 0.0301227 0.0563845 0.0314604 -0.0469628 0.0716903 0.0771128 0.0301339 -0.0435422 0.00431912 0.0134171 -0.0287125 0.0124687 -0.00844607 0.0626457 0.0248207 -0.0280955 0.299632 0.228084 0.206644 -0.0524262 -0.0626765 0.0211531 -0.0157121 1 0.0186485 0.348627
121 -0.035576 -0.054562 0.0222367 -0.00632325 -0.0116185 0.0022344 -0.0765887 -0.0685747 -0.0498764 0.0765859 -0.0361139 -0.0231095 0.0264523 -0.0614809 -0.0106305 0.0377906 0.0546543 0.000252534 0.0294753 0.0351698 0.069011 0.0799176 -0.000561875 0.0521431 0.0726581 0.013385 0.0270467 -0.00950444 -0.0273022 -0.00454629 -0.00230075 0.0265218 -0.0438846 -0.0379323 -0.0326362 0.0210866 -0.029511 0.0324198 0.0235553 0.0142115 0.0129749 0.018707 -0.0577348 -0.0496311 -0.0516012 -0.0344512 -0.0609782 -0.028675 -0.026429 0.0428784 0.0498381 0.0642985 -0.0279499 -0.0215854 -0.0177585 -0.0203064 0.0510264 0.0520781 0.0525989 0.0511321 -0.0194535 0.023211 -0.00214946 -0.0170591 -0.0565222 -0.0653133 -0.0291411 -0.030468 0.0168209 0.0559574 -0.033751 -0.0138662 -0.0415168 -0.0263397 -0.000999708 -0.0181173 -0.0213482 -0.0116864 0.00809965 0.0596442 0.0678829 0.0808757 0.0436311 0.0502086 0.0516077 0.0468438 0.0312564 0.0503572 0.0206569 0.0516277 0.0771468 0.0566893 -0.102492 -0.0116653 -0.025937 -0.0565631 0.212053 0.862321 -0.189624 0.828369 0.177633 0.615284 -0.070494 0.862267 -0.0388315 -0.0657363 0.0123011 0.00326267 0.0492358 0.00374119 0.214933 0.0615831 0.0444286 -0.113166 0.0671986 0.0800237 0.245532 0.259342 -0.23724 -0.0211001 0.0186485 1 0.0454662
122 0.367157 -0.0349226 0.631264 -0.68477 0.0376218 0.29305 0.0604772 0.153357 0.0993467 0.0671715 0.362897 0.0820254 -0.424221 -0.3055 -0.153124 -0.576324 0.117977 0.574665 -0.0984422 -0.439108 -0.352085 -0.209272 -0.275391 -0.0908538 -0.155592 -0.126345 -0.244553 0.447582 0.521877 0.411096 0.483366 -0.314675 0.504235 -0.331643 -0.044906 -0.0714826 0.295581 -0.339109 0.525407 0.304583 0.556032 0.552777 0.140651 -0.706667 -0.738424 -0.666059 -0.661582 -0.0225354 -0.150558 0.471028 0.737957 0.29424 0.171878 0.216049 0.248135 0.291536 0.230769 0.248045 0.253197 0.264263 -0.241466 0.300019 0.38348 0.294804 -0.0397391 -0.124416 0.24834 -0.525491 0.452901 0.47449 -0.357385 0.421396 -0.31901 -0.470683 0.482816 0.0212828 -0.109994 0.488243 0.364454 -0.21055 -0.190724 -0.172122 -0.251847 -0.240494 -0.23229 -0.239864 0.325045 0.0638467 0.0537633 0.375754 0.340277 0.19439 -0.077159 -0.155388 0.0755579 -0.0194589 0.162126 0.0706351 -0.156526 0.0740531 0.167205 0.128146 0.0823071 0.0707468 -0.21692 -0.210188 0.25753 0.0583271 0.0486325 0.230541 0.162452 0.0624303 0.0159337 0.1968 0.28139 0.153829 0.180868 0.160234 -0.0390016 0.0550377 0.348627 0.0454662 1

2.3 Coefficient of Variation CV for each feature (1d)

In [122]:
#1d Coefficient of Variation (CV = s/m)
var = reg_data.var()
mean = reg_data.mean()
CV = var / mean
print(pd.DataFrame(CV, columns=["CV"]))
           CV
0    0.279637
1    0.057841
2    0.357587
3    0.079015
4    0.283898
5    0.375306
6    0.056777
7    0.041733
8    0.082446
9    0.075875
10   0.256736
11   0.284167
12   0.121379
13   0.059942
14   0.142881
15   0.063970
16   0.063981
17   0.155280
18   0.058587
19   0.104626
20   0.104275
21   0.094813
22   0.101149
23   0.133416
24   0.118457
25   0.128067
26   0.086773
27   0.294900
28   0.172265
29   0.144146
..        ...
93   0.061468
94   0.064188
95   0.060307
96   0.043774
97   0.018767
98   0.003018
99   0.015571
100  0.042694
101  0.020093
102  0.018053
103  0.018767
104  0.011906
105  0.010760
106  0.040401
107  0.045539
108  0.071802
109  0.031347
110  0.030490
111  0.011846
112  0.026843
113  0.183676
114  0.177134
115  0.324496
116  0.045127
117  0.040890
118  0.010454
119  0.059659
120  0.614103
121  0.022192
122  0.228096

[123 rows x 1 columns]

2.4 Scatter plots and box plots for 11 features (1e)

In [123]:
#1e
# Pick 11 features with highest CV
reg_first_11 = np.argsort(-CV)[0:11].append(pd.Series([122]))
reg_first_11_data = reg_data[reg_first_11]

# make scatter plots and box plots
plt.figure(figsize=(10,10))
sns.pairplot(reg_first_11_data,diag_kind='kde')
plt.show()
<matplotlib.figure.Figure at 0x1c380be940>
In [124]:
plt.figure(figsize=(12,9))
plt.subplots_adjust(hspace=0.3, wspace=0.5)
arrange = 0
for attr in reg_first_11:
    if attr != 122:
        arrange += 1
        plt.subplot(3,4,arrange)
        sns.boxplot(data=reg_first_11_data,y=attr)

Summary

From the sactter plot, we can find that No. 56,57,58 features may have multicollinearity, which may cause a low significance for these 3 features. And for No. 2,5,115,61 features, they have a relative low correlation with depenedent variables. While for No.120,90,89,49, it seems there are no relations with depenedent variables.

2.5 Linear model using least squares (1f)

In [125]:
#1f Linear model using least squares
reg_train_data = reg_data.loc[:1494]
reg_test_data = reg_data.loc[1495:]
train_X = reg_train_data.drop([122],axis=1)
train_Y = reg_train_data[122]
test_X = reg_test_data.drop([122],axis=1)
test_Y = reg_test_data[122]

reg_linear_model = LinearRegression().fit(train_X,train_Y)
reg_linear_pred = reg_linear_model.predict(test_X)
reg_linear_err = mean_squared_error(test_Y,reg_linear_pred)
print("MSE for linear regression model is %.5f" % reg_linear_err)
MSE for linear regression model is 0.78973

2.6 A ridge regression model (1g)

In [126]:
#1g ridge regression model
# alphas = 10**np.linspace(-3,3,100)
alphas = [0.001,0.01,0.1,1]
reg_ridge_model = RidgeCV(alphas=alphas, cv = 10).fit(train_X,train_Y)
reg_linear_pred = reg_ridge_model.predict(test_X)
reg_linear_err = mean_squared_error(test_Y,reg_linear_pred)
reg_ridge_alpha = reg_ridge_model.alpha_
print("MSE for ridge regression model (best lamda = %.2f) is %.5f" % (reg_ridge_alpha,reg_linear_err))
MSE for ridge regression model (best lamda = 1.00) is 0.01774

2.7 A LASSO model (1h)

In [127]:
#1h lasso model
reg_lasso_model = LassoCV(alphas=alphas, cv = 10, random_state=0).fit(train_X,train_Y)
reg_lasso_pred = reg_lasso_model.predict(test_X)
reg_lasso_err = mean_squared_error(test_Y,reg_lasso_pred)
reg_lasso_alpha = reg_lasso_model.alpha_
print("MSE for lasso model (best lamda = %.2f) is %.5f" % (reg_lasso_alpha, reg_lasso_err))
reg_lasso_nor_model = LassoCV(alphas=alphas, cv = 10, random_state=0, normalize=True).fit(train_X,train_Y)
reg_lasso_nor_pred = reg_lasso_nor_model.predict(test_X)
reg_lasso_nor_err = mean_squared_error(test_Y,reg_lasso_nor_pred)
reg_lasso_nor_alpha = reg_lasso_nor_model.alpha_
print("MSE for lasso model with normalized features (best lamda = %.2f) is %.5f" % (reg_lasso_nor_alpha, reg_lasso_nor_err))
MSE for lasso model (best lamda = 0.00) is 0.01755
MSE for lasso model with normalized features (best lamda = 0.00) is 0.01977

2.8 Priciple Component Regression model (1i)

In [128]:
#1i PCR
pcr_mse = []
for i in np.arange(1, 123):
    pca = PCA(n_components=i)
    X_reduced_train = pca.fit_transform(scale(train_X))
    regr = LinearRegression()
    com_score = (model_selection.cross_validate(regr, X_reduced_train, train_Y,cv=10,scoring='neg_mean_squared_error',\
                                                return_train_score=True)['test_score']*(-1)).mean()
    pcr_mse.append(com_score)
pcr_M = pcr_mse.index(min(pcr_mse)) + 1
print("Lowest cross-validation error occurs when M = %d components are used." % (pcr_M))
Lowest cross-validation error occurs when M = 95 components are used.
In [129]:
X_reduced_test = pca.transform(scale(test_X))

# Train regression model on test data
pca = PCA(n_components=pcr_M)
reg_pcr_model = LinearRegression().fit(X_reduced_test,test_Y)
reg_pcr_pred = reg_pcr_model.predict(X_reduced_test)
reg_pcr_err = mean_squared_error(test_Y,reg_pcr_pred)
print("MSE for priciple component regression (M = %d) is %.5f" % (pcr_M,reg_pcr_err))
MSE for priciple component regression (M = 95) is 0.01089

2.9 XGBoost Tree (1j)

In [130]:
from xgboost import XGBRegressor
#1j  L1-penalized regression
bs_score=[]
for a in alphas:
    param = {'max_depth':2, 'reg_alpha':a, 'silent':1, 'objective':'reg:logistic'}
    boosting = XGBRegressor(**param)
    cv_score = (model_selection.cross_validate(boosting, train_X, train_Y, cv = 10, \
                                               return_train_score=True)['test_score']*(-1)).mean()
    bs_score.append(cv_score)
bs_alpha = alphas[bs_score.index(max(bs_score))]
param = {'max_depth':2, 'reg_alpha':bs_alpha, 'silent':1, 'objective':'reg:logistic'}
boosting = XGBRegressor(**param)
boosting_model = boosting.fit(train_X,train_Y)
boosting_pred = boosting.predict(test_X)
boosting_err = mean_squared_error(test_Y,boosting_pred)
print("MSE for boosting tree (best lamda = %.2f) is %.5f" % (bs_alpha, boosting_err))
MSE for boosting tree (best lamda = 0.01) is 0.01588

3. Tree-Based Methods

3.1 Data Preparation (2b)

In [131]:
#2b Data Preparation
#bi data imputation
tree_input_train = pd.read_csv("./data/aps_failure_training_set.csv", sep=",",header=14)
tree_train = tree_input_train.replace('na',np.nan)
tree_input_test = pd.read_csv("./data/aps_failure_test_set.csv", sep=",",header=14)
tree_test = tree_input_test.replace('na',np.nan)

tree_train = tree_train.apply(pd.to_numeric, errors='ignore')
tree_train = tree_train.fillna(value=tree_train.mean())
tree_test = tree_test.apply(pd.to_numeric, errors='ignore')
tree_test = tree_test.fillna(value=tree_test.mean())
In [132]:
#bii coefficient of variation CV
tree_data = pd.concat([tree_train,tree_test])

tree_var = tree_data.var()
tree_mean = tree_data.mean()
tree_CV = tree_var / tree_mean
print(pd.DataFrame(tree_CV, columns=["CV"]))
                  CV
aa_000  1.145941e+06
ab_000  3.443195e+00
ac_000  1.674807e+09
ad_000  6.439026e+09
ae_000  3.348370e+03
af_000  3.593046e+03
ag_000  1.676702e+06
ag_001  2.133541e+06
ag_002  3.012530e+06
ag_003  7.175228e+06
ag_004  1.343976e+07
ag_005  9.863614e+06
ag_006  9.222242e+06
ag_007  3.961358e+06
ag_008  1.403490e+06
ag_009  5.438159e+06
ah_000  9.826011e+06
ai_000  3.286940e+06
aj_000  2.172690e+06
ak_000  5.989671e+06
al_000  5.115063e+06
am_0    7.994962e+06
an_000  1.780106e+07
ao_000  1.574718e+07
ap_000  9.707083e+06
aq_000  3.657461e+06
ar_000  5.505923e+01
as_000  3.208111e+06
at_000  2.793981e+06
au_000  2.222861e+06
...              ...
dl_000  4.050686e+07
dm_000  9.361509e+06
dn_000  2.831083e+05
do_000  1.362156e+05
dp_000  2.838168e+04
dq_000  1.954760e+09
dr_000  8.810305e+06
ds_000  4.742996e+05
dt_000  7.278836e+04
du_000  3.221884e+07
dv_000  7.203014e+06
dx_000  2.057709e+07
dy_000  4.430074e+05
dz_000  5.004172e+02
ea_000  1.649716e+03
eb_000  2.047521e+08
ec_00   7.684224e+03
ed_000  7.418011e+03
ee_000  8.451231e+06
ee_001  8.251006e+06
ee_002  3.047571e+06
ee_003  1.412070e+06
ee_004  3.106188e+06
ee_005  3.272901e+06
ee_006  3.527127e+06
ee_007  8.294241e+06
ee_008  1.555990e+06
ee_009  2.789315e+05
ef_000  1.956600e+02
eg_000  4.564661e+02

[170 rows x 1 columns]
In [133]:
# biii Plot a correlation matrix
tree_corr = tree_data.corr()
tree_corr.style.background_gradient()
Out[133]:
aa_000 ab_000 ac_000 ad_000 ae_000 af_000 ag_000 ag_001 ag_002 ag_003 ag_004 ag_005 ag_006 ag_007 ag_008 ag_009 ah_000 ai_000 aj_000 ak_000 al_000 am_0 an_000 ao_000 ap_000 aq_000 ar_000 as_000 at_000 au_000 av_000 ax_000 ay_000 ay_001 ay_002 ay_003 ay_004 ay_005 ay_006 ay_007 ay_008 ay_009 az_000 az_001 az_002 az_003 az_004 az_005 az_006 az_007 az_008 az_009 ba_000 ba_001 ba_002 ba_003 ba_004 ba_005 ba_006 ba_007 ba_008 ba_009 bb_000 bc_000 bd_000 be_000 bf_000 bg_000 bh_000 bi_000 bj_000 bk_000 bl_000 bm_000 bn_000 bo_000 bp_000 bq_000 br_000 bs_000 bt_000 bu_000 bv_000 bx_000 by_000 bz_000 ca_000 cb_000 cc_000 cd_000 ce_000 cf_000 cg_000 ch_000 ci_000 cj_000 ck_000 cl_000 cm_000 cn_000 cn_001 cn_002 cn_003 cn_004 cn_005 cn_006 cn_007 cn_008 cn_009 co_000 cp_000 cq_000 cr_000 cs_000 cs_001 cs_002 cs_003 cs_004 cs_005 cs_006 cs_007 cs_008 cs_009 ct_000 cu_000 cv_000 cx_000 cy_000 cz_000 da_000 db_000 dc_000 dd_000 de_000 df_000 dg_000 dh_000 di_000 dj_000 dk_000 dl_000 dm_000 dn_000 do_000 dp_000 dq_000 dr_000 ds_000 dt_000 du_000 dv_000 dx_000 dy_000 dz_000 ea_000 eb_000 ec_00 ed_000 ee_000 ee_001 ee_002 ee_003 ee_004 ee_005 ee_006 ee_007 ee_008 ee_009 ef_000 eg_000
aa_000 1 0.0199081 -0.0116462 -0.000574322 0.0257844 0.0359775 0.0116811 0.0763795 0.195163 0.307445 0.357458 0.4459 0.379356 0.271192 0.123665 0.0446903 0.502527 0.0748856 0.0345491 0.0152154 0.274137 0.27652 0.505986 0.509342 0.451917 0.430976 0.0861487 0.030892 0.0377639 0.0178535 0.0779809 0.115374 0.0282334 0.0166335 0.0558171 0.0639455 0.0876189 0.147295 0.266336 0.386789 0.338151 0.00998489 0.173095 0.221712 0.145628 0.104874 0.379669 0.411641 0.0942842 0.100103 0.0367902 0.00938669 0.385394 0.457391 0.469471 0.480553 0.471375 0.436587 0.390591 0.356242 0.27008 0.221605 0.505448 0.165562 0.185233 0.163097 0.155251 0.501948 0.462649 0.443115 0.406323 -0.00299903 -0.0308354 -0.0746404 -0.104188 -0.123938 -0.13927 -0.150435 -0.156881 0.157033 0.99965 0.504063 0.504063 0.477514 0.49407 0.174613 0.0816104 0.113866 0.477043 nan 0.207369 -0.000575471 0.119182 0.00520859 0.549142 0.183144 0.416238 0.0915364 0.271144 0.0877763 0.221363 0.330113 0.410723 0.450718 0.379163 0.236065 0.19322 0.164932 0.0984335 -0.000571846 0.0758783 0.504063 0.0412814 0.35097 0.306535 0.319613 0.340635 0.400322 0.459336 0.25779 0.0872799 0.0111848 0.0121633 0.035649 0.0811803 0.272645 0.244071 0.0249304 0.0425303 0.00710138 0.0198414 0.274447 0.257001 0.140715 0.0128496 0.0306589 0.00513187 0.0699267 -0.000809656 0.0165938 0.000217586 -1.09645e-05 0.431598 0.273407 0.274325 0.104159 0.209292 0.324106 0.321551 0.183014 0.206898 0.219594 0.148668 0.00881141 0.0106196 0.188878 0.334122 0.351221 0.348384 0.312462 0.414127 0.419914 0.409662 0.419784 0.425682 0.356969 0.25967 0.133764 0.00666007 0.0103436
ab_000 0.0199081 1 -0.0108933 2.62254e-05 0.0248893 0.0432786 0.000557175 0.00666728 0.0236334 0.0358371 0.0363717 0.0308836 0.0126658 0.00830522 0.00886627 0.00563919 0.044879 0.00140708 0.000279189 8.2635e-05 0.0322571 0.0326286 0.0442344 0.0464494 0.0467373 0.0308291 0.0552669 -0.000299616 0.0105017 0.0206077 0.0126109 0.0367231 0.000130513 5.90481e-05 2.45364e-05 1.37149e-05 -1.01135e-06 2.63349e-06 0.00276577 0.0278089 0.0329104 0.001671 0.0237976 0.0179465 0.00849635 0.00397548 0.00652847 0.0300357 0.0447339 0.0627342 0.0211838 0.00044092 0.0330234 0.0271354 0.0237404 0.0230521 0.0213466 0.0164501 0.0106739 0.0112284 0.014162 0.0489451 0.0465458 0.0347561 0.0377364 0.0416374 0.00232756 0.0449408 0.0385651 0.0633188 0.0279775 0.00996438 0.00570365 0.00108871 -0.00242099 -0.00620632 -0.00709587 -0.00883645 -0.00934698 0.0456501 0.0199397 0.0466892 0.0466895 0.0429858 0.0316025 0.00242135 0.0344116 0.0354134 0.0378404 nan 0.0413817 2.55095e-05 0.0211697 0.00143253 0.0365125 0.0400812 0.0347578 0.00470273 0.0598003 0.0234197 0.0186633 0.0222292 0.0182341 0.022745 0.0195755 0.0310351 0.0554083 0.0544691 0.0210426 2.57911e-05 0.00914119 0.0466895 0.032016 0.0418935 0.0180545 0.0180797 0.0324502 0.0123331 0.0279163 0.0388557 0.0133826 0.000356485 3.64658e-05 0.00750181 0.00853534 0.0269219 0.0156086 0.0075562 0.00435433 0.00165336 0.00332528 0.0270766 0.0338443 0.0680177 -0.000192598 0.010832 0.000266063 0.048434 0.00181674 0.00132403 -0.00170195 -0.000986145 0.0327644 0.0175071 0.0241929 0.019554 0.0441627 0.046345 0.0472021 0.0313132 0.0203451 0.0551779 0.039228 0.0147843 0.0671718 0.0314995 0.0339798 0.0441597 0.0300517 0.0159962 0.0252487 0.0371497 0.0288724 0.034329 0.0240285 0.0135943 0.0024372 0.000526803 0.0468822 0.0757188
ac_000 -0.0116462 -0.0108933 1 -0.00203171 -0.00476943 -0.0106121 0.0155345 -0.00233338 -0.00943584 -0.0228846 -0.0326304 -0.0187019 -0.00152033 0.0136151 0.00554929 -0.00131344 -0.0303002 0.00767661 -0.00526086 -0.00237411 -0.0207645 -0.0197816 -0.0216093 -0.0232481 -0.0219969 -0.0109569 -0.0355755 -3.25946e-05 -0.00166862 -0.00293094 0.016984 -0.0044824 -0.00399012 -0.00579396 -0.00926422 -0.0112217 -0.00681576 -0.00168086 0.00386573 -0.0188862 -0.011472 -0.00143064 -0.0135795 -0.0187479 -0.0109299 -0.0218817 -0.0506421 0.0142815 -0.00642408 -0.0219489 -0.0154753 0.00543054 -0.023213 -0.00591732 -0.0129141 -0.00785982 -0.00585792 -0.00753253 -0.00383358 -0.00537012 -0.0252682 -0.0179645 -0.0226832 -0.0200281 -0.0152001 -0.0207533 -0.0388195 -0.0304157 -0.0261776 -0.0233912 -0.0181587 -0.0870158 -0.107152 -0.110692 -0.11586 -0.0981262 -0.0763075 -0.0646908 -0.0608271 0.00969704 -0.0115644 -0.0227944 -0.0227944 -0.0193077 -0.0120087 -0.051563 0.0383544 0.0307234 -0.0176012 nan 0.0502405 -0.00203378 -0.0292334 -0.00732383 -0.0214906 -0.013085 -0.0188881 -0.0219682 0.0215405 -0.00895937 -0.0173611 -0.0285796 -0.028262 -0.0178642 0.00116051 0.0157305 -0.00991934 -0.0143797 -0.00579329 -0.00203366 -0.00969589 -0.0227944 -0.00516467 -0.0103121 -0.0131959 -0.0200434 -0.00696709 -0.0244999 -0.0138944 0.0134363 0.00783075 -0.00135556 -2.75414e-05 0.0179103 -0.0139254 0.0170933 -0.0248806 0.000590004 0.000198302 0.00631824 0.0269371 0.0108171 -0.028549 -0.0169086 -0.00329818 -0.0107767 -0.00344284 -0.0183914 -0.00260443 -0.00267045 -0.0053238 -0.00668039 -0.0193127 0.00761959 0.127384 -0.00264142 -0.0323159 -0.0516334 -0.038258 0.165578 0.0850043 -0.0259759 -0.0266887 0.00635982 0.00744412 -0.0446013 -0.0346252 -0.0196244 -0.013997 -0.0147311 -0.00980551 -0.00643433 -0.0079578 -0.00811007 -0.0146772 -0.0186301 0.0104361 0.0172916 -0.00619211 0.0158256
ad_000 -0.000574322 2.62254e-05 -0.00203171 1 -0.000192982 -0.000233724 -4.05412e-05 -5.42575e-05 -0.000122546 -0.00025585 -0.000421329 -0.00072676 -0.000938067 -0.000807344 -0.000399977 -7.41992e-05 -0.00104414 -0.000103526 -3.6597e-05 -4.51389e-05 -0.000263497 -0.000258018 -0.00106851 -0.00106224 -0.000555591 -0.000841972 -0.0003008 -2.73656e-05 -0.000121451 -3.01585e-05 -0.000562392 -0.000882622 -2.51842e-05 -1.39378e-05 -9.1446e-06 -1.92315e-05 -2.4782e-06 -0.000129372 -0.000698591 -0.000717364 -0.000584417 1.57346e-05 3.21259e-05 -0.000127902 -4.14961e-05 -0.000333192 -0.000900229 -0.000623506 -0.000417815 -0.000202702 -0.000165338 -3.34396e-05 -0.000736711 -0.000897763 -0.000793953 -0.000869735 -0.000914022 -0.000859387 -0.000736053 -0.000905825 -0.000233343 -0.000251459 -0.000934415 -0.000487802 -0.000453314 -0.000520023 -0.000176237 -0.00104604 -0.000877175 -0.000454061 -0.000568635 0.000249969 0.000371941 0.000271303 0.000253228 0.000202426 0.000152586 0.000109282 8.44951e-05 0.00516195 -0.000576007 -0.000937138 -0.000937138 -0.000865102 -0.00095484 -0.000101371 0.00036834 0.00044273 -0.000910662 nan -0.00183512 1 -0.000924046 -6.36211e-05 -0.000987977 -0.000182699 -0.000655936 -0.000129524 -0.000135324 -7.85865e-05 -0.000185123 -0.000347109 -0.000472628 -0.000735197 -0.00101196 -0.000903568 -0.00041055 -0.000259658 -5.65032e-05 1 -0.000195205 -0.000937138 -9.47124e-07 0.000143639 -0.000515183 -0.000333454 -0.000716081 -0.000356963 -0.000954472 -0.00103899 -0.000161357 5.10024e-05 -6.29754e-06 -0.000378464 -0.000443978 -0.00187884 -0.000655947 -0.000106686 -0.000241319 -0.000122763 -0.000832931 -0.0019096 -0.000827042 -0.000585222 -3.66702e-05 -9.40152e-05 -1.1502e-06 -0.000286031 7.00278e-06 -9.73218e-05 -4.71615e-05 -4.34823e-05 -0.00076781 -0.00138623 -0.00161777 -7.46371e-05 -0.000460494 -0.00121863 -0.00135159 -0.000997908 -0.000674994 -0.00043712 -0.000347874 -7.82415e-05 -0.00011739 -0.000502175 -0.000807584 -0.000893913 -0.000555006 -0.00063752 -0.000901049 -0.000942168 -0.000931579 -0.000761312 -0.000766553 -0.000468835 -0.000805173 -0.000503229 -8.19097e-05 -9.06618e-05
ae_000 0.0257844 0.0248893 -0.00476943 -0.000192982 1 0.829986 -0.000440947 -0.000609024 0.00194554 0.0206739 0.047653 0.0394317 0.000302272 -0.00716038 -0.00207135 -0.000771851 0.0392699 -0.000986468 -0.000660139 -0.000486289 0.0256643 0.0244979 0.0411258 0.043384 0.0337523 0.022059 0.014445 0.00158638 -0.00142026 0.00255943 0.00319849 0.080865 -0.000477516 -0.000607926 -0.000953374 -0.00117052 -0.000684677 -0.00186718 -0.00851817 0.0272966 0.0351653 -0.000499063 0.00733711 0.0123625 0.00607325 -0.00232483 -0.00064081 0.0255728 0.0940319 0.0171951 0.0237912 -0.000541103 0.0224246 0.037815 0.0286707 0.0195235 0.014699 0.007626 0.00122579 0.00314169 0.0176094 0.0338476 0.04033 0.0885152 0.102665 0.086825 0.00403781 0.0392893 0.0277289 0.0448671 0.0208432 -0.000825109 -0.00753448 -0.0177162 -0.0237283 -0.0304395 -0.0349418 -0.0350509 -0.0353273 0.0244114 0.0257839 0.0404481 0.0404481 0.0307197 0.0225966 -0.00463337 0.014678 0.0186926 0.027399 nan 0.0659773 -0.000193261 0.0282666 -0.000692872 0.0396173 0.00191408 0.0231502 0.000363473 0.0463828 0.00111284 0.0091748 0.0339903 0.03682 0.0201265 0.00988488 0.0135676 0.0252432 0.0158938 0.00107514 -0.000190957 0.0176305 0.0404481 0.000841964 0.0320896 0.0224643 0.0155971 0.0119788 0.0171511 0.0309373 0.00896125 0.00509189 -0.000205186 -0.000141038 -0.000135616 0.0271076 0.0778321 0.136309 -0.000884928 -0.00103883 -0.00141171 -0.00941068 0.0709377 0.0580497 0.0640558 -0.000239321 -0.00106636 -0.000210498 0.0120223 -0.00032842 0.000361086 -0.00111385 -0.00120648 0.0240276 -0.000193187 0.00391528 0.0140089 0.0689116 0.0420572 0.0423258 0.0424374 0.022844 0.132273 0.0497666 0.0723234 0.057012 0.0148923 0.0290619 0.0341117 0.0136883 0.00783887 0.0127496 0.0194396 0.0128452 0.0264346 0.0665319 0.0366185 -0.00839058 -0.00694881 0.0635873 0.0308539
af_000 0.0359775 0.0432786 -0.0106121 -0.000233724 0.829986 1 -0.000539714 -0.00073821 0.00435813 0.0308157 0.0688502 0.0562469 0.00389131 -0.00772792 -0.00200763 -0.000873276 0.0568484 -0.00125083 -0.000802173 -0.000591533 0.0347982 0.0332487 0.0585323 0.0618764 0.047648 0.0302618 0.0217472 0.000513775 -0.00187361 0.000573131 0.00505808 0.101867 -0.000585854 -0.000744561 -0.00116687 -0.00143286 -0.000810105 -0.00221625 -0.0103443 0.0390367 0.053339 -0.000599654 0.0118583 0.0198802 0.00979768 -0.00243832 -0.000481282 0.0445202 0.0950986 0.0237695 0.0243768 -0.000662724 0.0321023 0.0609574 0.0435491 0.0288755 0.0211244 0.0118818 0.00303575 0.00558026 0.0238115 0.0424885 0.0571964 0.151283 0.153034 0.121563 0.00503367 0.0568816 0.0412385 0.0650826 0.0280151 -0.0003018 -0.00906691 -0.0216469 -0.029947 -0.0381358 -0.0441644 -0.0460981 -0.0448757 0.030788 0.035978 0.0573638 0.0573638 0.0473175 0.0342006 -0.00526189 0.0200418 0.0217677 0.0421866 nan 0.0928096 -0.000234146 0.0413175 -0.000841974 0.0563586 0.00413889 0.030328 0.00110664 0.0690805 0.00230005 0.0171904 0.0543552 0.0588672 0.0310595 0.0131522 0.0158987 0.0310124 0.020186 0.00196591 -0.000232238 0.0193801 0.0573638 0.00159292 0.0475406 0.0343525 0.0226714 0.018469 0.0348917 0.0437469 0.0114121 0.00732764 -0.000230422 -0.000174821 0.000226229 0.0343253 0.100064 0.171136 -0.00096286 -0.000399759 -0.00178404 -0.0114709 0.0921773 0.0719034 0.0853455 -0.000325457 -0.00132865 -0.000195841 0.0185009 -0.000395121 0.000630001 -0.00134601 -0.00145787 0.0349064 0.00390101 0.00935609 0.0233898 0.101211 0.0668918 0.0635994 0.0410236 0.022594 0.184172 0.072306 0.0984802 0.0842051 0.0154226 0.0432616 0.0526085 0.0203941 0.0136718 0.0225311 0.0342682 0.0219965 0.0429629 0.0971371 0.0464812 -0.0108395 -0.0085333 0.0934742 0.0443682
ag_000 0.0116811 0.000557175 0.0155345 -4.05412e-05 -0.000440947 -0.000539714 1 0.216332 0.14026 0.0793674 0.0570941 0.0405272 0.02698 0.0192053 0.0225322 0.00334703 0.0221664 0.0473773 -7.37385e-05 -0.000108172 0.0234438 0.0223159 0.0187331 0.0153097 0.027524 0.0399846 0.0032248 -9.47839e-05 0.00155582 -1.70426e-05 0.0325006 0.0185475 0.0109784 0.00665537 0.00116219 -0.00018494 -0.000316236 0.0115446 0.00538095 0.0258042 0.0840881 0.00187396 0.0126419 0.0242524 0.0152476 0.0214158 0.0364135 0.0530201 0.00456431 0.0172816 0.000234372 -8.16814e-05 0.0446152 0.059915 0.0461241 0.0506185 0.0495256 0.0391829 0.0277872 0.0443041 0.0529325 0.0661461 0.0224233 0.00214618 0.00358946 0.00337223 0.00360837 0.0221821 0.028591 0.0154819 0.0339184 0.00543101 0.00367038 0.000940327 -0.00176526 -0.0032345 -0.00532525 -0.00547733 -0.00854917 0.00362174 0.0116789 0.0219056 0.0219056 0.0539621 0.0295265 -0.000438111 0.0119456 -0.000261075 0.0552652 nan 0.0357371 -4.19319e-05 0.0141869 -0.000128452 0.0229558 0.0110015 0.0332511 0.0011644 0.00557874 0.160504 0.127231 0.0618383 0.0490234 0.0344695 0.0424957 0.0310537 0.0141573 0.0107488 0.00243449 -4.1246e-05 0.00464352 0.0219056 0.000140161 0.0421195 0.0315867 0.0415853 0.0719966 0.0522789 0.0463297 0.0194456 0.00513866 0.000104772 -5.58425e-05 0.0171665 0.0119122 0.0266119 0.00557155 -4.23502e-05 0.00361564 -0.000352626 0.000798092 0.0315249 0.0238538 0.0599555 0.0041968 0.00650838 -7.43072e-05 0.00173381 -7.68247e-05 -0.000247849 -0.000234821 -0.000255971 0.0331879 0.0209504 0.0314658 7.36579e-05 0.00246702 0.0189923 0.0203874 0.0592126 0.0396732 0.00215327 0.0006815 -0.000193391 -0.0002652 0.026858 0.0171636 0.0183826 0.0673408 0.0452882 0.0459407 0.051635 0.0521054 0.0484156 0.032208 0.00763137 6.69671e-05 -0.00110303 -7.63218e-05 0.000156577
ag_001 0.0763795 0.00666728 -0.00233338 -5.42575e-05 -0.000609024 -0.00073821 0.216332 1 0.794754 0.527427 0.359241 0.225669 0.0440054 0.0137306 0.0303511 0.026992 0.0868525 0.00735127 0.00349567 -0.000107823 0.207233 0.20841 0.0849811 0.0986562 0.090181 0.0831244 0.0355002 0.00284112 0.0178341 0.00922645 0.0471249 0.0498276 0.00135503 0.000769657 -0.000354084 -0.000776491 -0.000692713 0.000928159 0.013966 0.184655 0.344251 0.0156121 0.0831278 0.149172 0.0930617 0.0238125 0.101598 0.28788 0.0427269 0.128719 0.0162255 -0.00022973 0.182149 0.285916 0.237192 0.248515 0.239088 0.18976 0.125538 0.160917 0.303211 0.39542 0.0996056 0.0290817 0.0333976 0.0253706 0.0254135 0.0845032 0.0769864 0.0625661 0.106782 0.0109818 0.00250712 -0.00361835 -0.0102625 -0.0160283 -0.0190374 -0.0226582 -0.0254573 0.0270488 0.0762224 0.0940518 0.0940518 0.25123 0.128977 0.00141625 0.00408882 0.00672473 0.256764 nan 0.0392394 -5.4848e-05 0.0104891 -1.73928e-05 0.100698 0.117569 0.100733 0.0322254 0.0788667 0.86096 0.771711 0.420002 0.323764 0.187295 0.0699993 0.0350184 0.0538384 0.0665429 0.0218294 -5.43254e-05 0.00785643 0.0940518 0.0018493 0.165491 0.143661 0.21946 0.26314 0.296874 0.211805 0.0397997 0.00923179 -2.17932e-05 -0.000113571 0.0131513 0.0437482 0.0670002 0.0610495 0.00635335 0.00838443 -0.000422126 -0.00273937 0.0666593 0.0475281 0.0247228 0.0215397 0.0415451 0.00103777 0.040473 -9.42515e-05 -0.000123735 -0.000211978 -0.000238356 0.0829285 0.0311677 0.0335707 0.0143491 0.0327469 0.0439539 0.0468429 0.0195076 0.0148682 0.0326958 0.0148885 -0.000215917 -3.3978e-06 0.0233113 0.0432076 0.0414768 0.305051 0.151527 0.199214 0.184648 0.202032 0.300481 0.239131 0.0680035 0.0053544 -0.003539 0.00113304 0.00365683
ag_002 0.195163 0.0236334 -0.00943584 -0.000122546 0.00194554 0.00435813 0.14026 0.794754 1 0.794946 0.559649 0.356691 0.0909639 0.0514533 0.0811 0.0680415 0.228402 0.0188604 0.00859429 -0.000274719 0.412056 0.421247 0.22851 0.25295 0.255032 0.225393 0.103362 0.0259945 0.0594777 0.0371854 0.0897257 0.104797 0.000499342 -0.00050015 -0.00101526 -0.00104377 -0.000850771 0.036157 0.0428988 0.340658 0.457709 0.0347753 0.191937 0.260855 0.150209 0.0484683 0.249024 0.38506 0.110381 0.311636 0.0518954 -0.000495153 0.303278 0.438724 0.40904 0.418636 0.387675 0.292754 0.193484 0.2521 0.361467 0.461144 0.262869 0.0986985 0.107213 0.0722731 0.0670762 0.22315 0.209831 0.200024 0.280393 0.0291043 0.0109505 -0.00606793 -0.0215412 -0.0337105 -0.0426054 -0.050919 -0.0560999 0.076534 0.19485 0.255348 0.255348 0.374234 0.312287 0.00583913 0.0105171 0.0240995 0.376573 nan 0.106691 -0.000123796 0.0461623 0.00182221 0.264518 0.264001 0.263608 0.0982768 0.29354 0.745878 0.894179 0.64862 0.490145 0.283764 0.141963 0.131455 0.188668 0.17296 0.0510504 -0.000122416 0.0173549 0.255348 0.00938256 0.254515 0.207532 0.385596 0.382665 0.393188 0.347041 0.133277 0.0389921 0.000393114 -1.8035e-05 0.0326379 0.0967097 0.187105 0.182326 0.0253419 0.0176146 0.00242296 0.000476065 0.187997 0.135055 0.0899512 0.0233007 0.0716708 0.00989243 0.105568 -0.000184259 0.00284736 -0.000533368 -0.000588223 0.218139 0.0779531 0.083957 0.0723629 0.101876 0.127029 0.129857 0.0572007 0.0437542 0.103128 0.0465807 0.00124402 0.00357307 0.0604964 0.16265 0.155151 0.441419 0.231736 0.29929 0.283583 0.30505 0.475125 0.401264 0.181968 0.00911206 -0.0090884 0.00560984 0.0134214
ag_003 0.307445 0.0358371 -0.0228846 -0.00025585 0.0206739 0.0308157 0.0793674 0.527427 0.794946 1 0.876514 0.610583 0.158573 0.064541 0.103229 0.0726994 0.408677 0.0257258 0.00825603 -0.000573864 0.537756 0.551149 0.419897 0.451212 0.443236 0.368171 0.186974 0.0602708 0.0722872 0.0551983 0.104457 0.152028 0.0156257 0.00238852 0.000382565 0.00236507 0.00190287 -0.000850642 0.0481412 0.570209 0.667051 0.0330458 0.321767 0.371865 0.208251 0.0607865 0.390617 0.579803 0.206097 0.429318 0.0893159 -0.000885378 0.457823 0.685185 0.675455 0.65163 0.570903 0.415244 0.270191 0.350183 0.487946 0.629633 0.45886 0.211026 0.223545 0.193143 0.110345 0.40425 0.37385 0.389567 0.444601 0.037154 0.00929541 -0.0244135 -0.0522381 -0.0738154 -0.0908534 -0.103649 -0.112518 0.130228 0.307016 0.453483 0.453483 0.553949 0.485807 0.0134022 0.026043 0.0553372 0.547639 nan 0.228989 -0.000257001 0.124581 0.00890745 0.44166 0.356009 0.408041 0.14034 0.507114 0.529701 0.889724 0.909371 0.769479 0.46582 0.243615 0.207194 0.313077 0.268687 0.0814592 -0.000253903 0.049718 0.453483 0.0491891 0.433744 0.345909 0.533117 0.547852 0.530375 0.557652 0.275206 0.104007 0.00474792 0.00902248 0.043168 0.130687 0.365286 0.372551 0.0408365 0.0267006 0.00843534 0.0158016 0.360792 0.265486 0.175574 0.0186708 0.0919728 0.0246215 0.145573 -0.000115682 0.019757 -0.000907929 -0.000923439 0.355225 0.114666 0.126488 0.16128 0.241281 0.247575 0.250041 0.0878958 0.0694288 0.259207 0.126575 0.0121022 0.00923004 0.119248 0.321535 0.303961 0.609582 0.32578 0.471743 0.444718 0.4516 0.625903 0.615112 0.475571 0.0206871 -0.0181627 0.011018 0.0106119
ag_004 0.357458 0.0363717 -0.0326304 -0.000421329 0.047653 0.0688502 0.0570941 0.359241 0.559649 0.876514 1 0.80048 0.244738 0.105569 0.126388 0.0589053 0.539062 0.0574578 0.00850571 -0.00015317 0.486874 0.499088 0.557156 0.581546 0.551975 0.463989 0.206166 0.063256 0.0572204 0.0432565 0.103811 0.194353 0.118788 0.0682445 0.0287396 0.0361428 0.0279097 0.0244289 0.0785332 0.671288 0.764367 0.0272318 0.311555 0.359316 0.207406 0.0668255 0.439656 0.715355 0.295199 0.414702 0.0975012 0.000501697 0.578466 0.811871 0.817788 0.762723 0.656212 0.480079 0.317799 0.392383 0.536063 0.6878 0.582578 0.281402 0.300679 0.273176 0.135036 0.537319 0.50241 0.520424 0.518859 0.0312504 -0.00281317 -0.0526592 -0.0914987 -0.121682 -0.145732 -0.161943 -0.172983 0.166778 0.356897 0.579154 0.579154 0.656313 0.565009 0.0486166 0.0502026 0.0894016 0.644775 nan 0.317522 -0.000422225 0.193754 0.0125931 0.559495 0.350931 0.503565 0.13082 0.553059 0.374665 0.704383 0.895639 0.89665 0.601783 0.350898 0.299696 0.400591 0.332325 0.112897 -0.000417781 0.0777276 0.579154 0.0768527 0.562343 0.459991 0.599386 0.638262 0.578579 0.686138 0.412324 0.1721 0.0168266 0.0230989 0.0426256 0.131799 0.452466 0.463372 0.0425693 0.0336471 0.00976705 0.0213146 0.442599 0.357171 0.21695 0.0136664 0.0871148 0.0232955 0.155154 0.00141001 0.0396997 0.00463041 0.0041304 0.449016 0.144736 0.156135 0.192755 0.361271 0.340378 0.341949 0.131203 0.113736 0.391194 0.222666 0.0211792 0.0233907 0.194221 0.45874 0.431322 0.688991 0.432409 0.575768 0.532024 0.512165 0.608532 0.687021 0.708861 0.0579515 -0.0153855 0.0126706 0.0111025
ag_005 0.4459 0.0308836 -0.0187019 -0.00072676 0.0394317 0.0562469 0.0405272 0.225669 0.356691 0.610583 0.80048 1 0.641826 0.394148 0.223796 0.0589591 0.751595 0.12865 0.0493191 0.0143609 0.357907 0.368705 0.765404 0.760592 0.707799 0.690782 0.152119 0.0481923 0.0650252 0.0273828 0.164974 0.214165 0.171353 0.176659 0.221867 0.237296 0.227541 0.266984 0.427536 0.738778 0.723077 0.0283925 0.316163 0.395839 0.255866 0.175064 0.642446 0.875499 0.236354 0.265968 0.0715935 0.0272644 0.826255 0.906296 0.899893 0.893823 0.86152 0.76711 0.647072 0.618068 0.541835 0.52449 0.768173 0.264882 0.288143 0.243905 0.24707 0.751067 0.728137 0.667309 0.659822 0.0116454 -0.0320067 -0.10381 -0.151704 -0.186169 -0.211888 -0.230716 -0.24073 0.245244 0.445459 0.766663 0.766663 0.863628 0.826563 0.264897 0.110331 0.163764 0.862091 nan 0.326348 -0.000728542 0.206965 0.00621799 0.789326 0.307873 0.656733 0.157891 0.496245 0.246103 0.471043 0.660441 0.859046 0.904571 0.687153 0.46964 0.41094 0.314208 0.186222 -0.000722901 0.115803 0.766663 0.0712337 0.746771 0.639417 0.706338 0.75283 0.71424 0.890052 0.572403 0.207859 0.0293945 0.0301804 0.0642787 0.140373 0.444333 0.392275 0.0365412 0.0667659 0.0136106 0.0332473 0.448383 0.453631 0.214374 0.00889053 0.0664367 0.0154372 0.126903 0.00104283 0.0347073 0.0144186 0.0138163 0.675208 0.371748 0.371845 0.168605 0.343563 0.506016 0.49613 0.328823 0.348517 0.348639 0.277802 0.020105 0.0222169 0.283619 0.636609 0.651771 0.784251 0.71711 0.838846 0.79614 0.747412 0.699535 0.718068 0.671455 0.327128 0.122382 0.00898328 0.00637452
ag_006 0.379356 0.0126658 -0.00152033 -0.000938067 0.000302272 0.00389131 0.02698 0.0440054 0.0909639 0.158573 0.244738 0.641826 1 0.858262 0.375916 0.0680647 0.682975 0.236156 0.128627 0.0715118 0.0843711 0.0890396 0.681236 0.641937 0.608853 0.690124 0.0278693 0.0117007 0.0809323 0.00753202 0.169171 0.134072 0.0728388 0.0504952 0.141125 0.173469 0.220196 0.440176 0.782582 0.656461 0.332593 0.0245285 0.23601 0.357856 0.264528 0.324586 0.717589 0.712621 0.0644202 0.0725587 0.0180774 0.0410086 0.843554 0.673612 0.639843 0.723528 0.807879 0.871016 0.867813 0.718489 0.345377 0.174961 0.665699 0.11339 0.145079 0.0976787 0.326391 0.682643 0.692381 0.549551 0.583639 -0.0238536 -0.0634266 -0.126139 -0.162827 -0.183818 -0.19974 -0.211087 -0.214704 0.265143 0.379455 0.666926 0.666926 0.788901 0.856162 0.435935 0.163039 0.206384 0.803259 nan 0.216789 -0.00094116 0.159841 0.000183496 0.753557 0.122981 0.605584 0.136937 0.175554 0.0677206 0.112888 0.178181 0.383541 0.855854 0.954981 0.669748 0.360636 0.17591 0.122262 -0.000938074 0.116954 0.666926 0.0249524 0.686866 0.599582 0.602517 0.619629 0.659517 0.821379 0.493191 0.142138 0.016051 0.0109921 0.115126 0.174392 0.249837 0.12104 0.0186005 0.166916 0.016749 0.0361334 0.291448 0.376024 0.124026 0.00119813 0.0173877 0.00648468 0.0453434 -0.00114499 0.00955673 0.0130647 0.016703 0.685096 0.541116 0.528633 0.0614725 0.134343 0.508626 0.497251 0.416764 0.491027 0.104652 0.169846 0.00262104 0.000380229 0.273985 0.567303 0.629308 0.627578 0.804578 0.851893 0.832501 0.801767 0.619136 0.499925 0.308371 0.603572 0.344543 -0.00219483 -0.00040988
ag_007 0.271192 0.00830522 0.0136151 -0.000807344 -0.00716038 -0.00772792 0.0192053 0.0137306 0.0514533 0.064541 0.105569 0.394148 0.858262 1 0.633945 0.111195 0.53507 0.256407 0.141868 0.081864 0.0255853 0.0281552 0.523129 0.478802 0.498098 0.587507 0.00677028 0.00241499 0.116222 0.0130152 0.216365 0.1542 0.0153557 0.00873023 0.033189 0.0502293 0.096302 0.329834 0.669524 0.588764 0.209737 0.138383 0.206999 0.327339 0.269395 0.424143 0.651845 0.519505 0.0279936 0.0328035 0.0108802 0.0480589 0.741124 0.506678 0.459402 0.541572 0.626082 0.688759 0.692021 0.621785 0.282917 0.101523 0.518059 0.0565409 0.0882432 0.053339 0.277975 0.534691 0.575479 0.40939 0.50994 -0.0170822 -0.0515928 -0.100871 -0.129444 -0.143691 -0.153592 -0.160552 -0.160022 0.229278 0.271325 0.519239 0.519239 0.645806 0.690554 0.359399 0.145173 0.174703 0.661436 nan 0.201361 -0.000819814 0.18572 -0.000531342 0.594018 0.11704 0.587597 0.109615 0.0864825 0.035999 0.0414159 0.0679614 0.193741 0.600161 0.863302 0.812978 0.460029 0.181872 0.0700302 -0.000819907 0.113877 0.519239 0.0117079 0.550722 0.494065 0.601351 0.556308 0.560864 0.624343 0.374696 0.100057 0.00995031 0.00351152 0.252831 0.298467 0.173304 0.0532218 0.0199682 0.327084 0.0201037 0.0307025 0.252938 0.338246 0.088745 -4.60241e-05 0.0101524 0.00839431 0.051836 -7.49415e-05 0.00873478 0.0197935 0.0259772 0.59267 0.392444 0.3857 0.0448754 0.0779035 0.387331 0.381271 0.352396 0.417508 0.0425801 0.184361 -0.00222436 -0.00415229 0.218659 0.446217 0.49822 0.593455 0.772684 0.660035 0.594253 0.562598 0.423842 0.318028 0.162922 0.470473 0.298974 -0.00439781 -0.00106312
ag_008 0.123665 0.00886627 0.00554929 -0.000399977 -0.00207135 -0.00200763 0.0225322 0.0303511 0.0811 0.103229 0.126388 0.223796 0.375916 0.633945 1 0.380579 0.297047 0.19974 0.121484 0.102656 0.0527688 0.0542604 0.27912 0.249483 0.310271 0.361119 0.0405917 0.00174516 0.254387 0.0775644 0.268034 0.193445 0.00545759 0.00329007 0.0157529 0.0255633 0.015742 0.0959636 0.274828 0.382233 0.19004 0.223944 0.178534 0.254467 0.230766 0.357077 0.404149 0.266817 0.0412365 0.044636 0.0128567 0.0297667 0.47255 0.302588 0.264699 0.286013 0.304893 0.292047 0.259485 0.332859 0.20442 0.125411 0.290578 0.0371727 0.0533716 0.0441166 0.173994 0.297303 0.35223 0.214714 0.350882 0.0173045 -0.00538247 -0.0329885 -0.0511124 -0.0614525 -0.0668518 -0.073181 -0.0728083 0.125072 0.123693 0.290872 0.290872 0.379407 0.350665 0.163393 0.0646695 0.0749062 0.388688 nan 0.161188 -0.000420239 0.1749 0.0006722 0.305814 0.195054 0.47267 0.0664335 0.119701 0.0596096 0.0680943 0.0927299 0.14426 0.26805 0.441722 0.640756 0.481512 0.193406 0.0365926 -0.000419734 0.0754243 0.290872 0.0115144 0.301567 0.285618 0.516918 0.409847 0.353123 0.29364 0.234629 0.052891 0.00379855 0.000659104 0.31058 0.368785 0.125713 0.068371 0.0202011 0.388969 0.0198805 0.0118693 0.210898 0.264463 0.0673158 0.00126765 0.0139443 0.00432638 0.106791 0.00698695 0.0325164 0.00998906 0.014517 0.373301 0.113047 0.122037 0.0853568 0.0816268 0.192837 0.190264 0.183744 0.243911 0.0554107 0.225713 -0.00049147 -0.000370244 0.0993444 0.235944 0.254544 0.50378 0.532798 0.307109 0.218484 0.181594 0.137519 0.118077 0.0966113 0.0797413 0.0497169 -0.00187261 3.84595e-05
ag_009 0.0446903 0.00563919 -0.00131344 -7.41992e-05 -0.000771851 -0.000873276 0.00334703 0.026992 0.0680415 0.0726994 0.0589053 0.0589591 0.0680647 0.111195 0.380579 1 0.0877816 0.0260467 0.0571923 0.0461166 0.0326278 0.0330592 0.0895494 0.0858337 0.0777847 0.0926836 0.0523847 0.000789659 0.348688 0.26347 0.0706 0.0341304 0.000748557 0.000400491 0.000991141 0.0051812 0.000377089 0.00572062 0.0404537 0.109622 0.0923058 0.0203063 0.0736188 0.108442 0.0682212 0.0453287 0.109212 0.0857928 0.0120328 0.0162612 0.00211379 0.00109628 0.111094 0.100967 0.107188 0.0969086 0.097104 0.089626 0.0791965 0.0840676 0.0583987 0.0445979 0.087638 0.0102333 0.0123918 0.0109622 0.0878129 0.0880026 0.0896424 0.0552594 0.086807 0.00810768 0.00200768 -0.00387998 -0.0100705 -0.0138116 -0.0177282 -0.0204988 -0.0208554 0.0247938 0.0446869 0.0878412 0.0878412 0.110512 0.119616 0.0800432 0.0078925 0.0120525 0.113357 nan 0.0277925 -7.59143e-05 0.0182776 -0.000118342 0.0838914 0.147506 0.117301 0.0276036 0.0863623 0.0599879 0.0492368 0.0550078 0.0721523 0.0865459 0.112749 0.120651 0.0829689 0.0345209 0.0074257 -7.49165e-05 0.00779823 0.0878412 0.00292184 0.0663648 0.0622021 0.115818 0.109187 0.132834 0.0762506 0.0897278 0.0162793 -0.000128139 -0.000157944 0.0242197 0.0407358 0.0504243 0.0398102 0.0226155 0.032828 0.00298544 0.000246467 0.0581103 0.0768564 0.020179 0.000215514 0.00132547 0.00031479 0.0846614 0.00317054 0.02084 0.000141581 0.00445315 0.0888802 0.0647509 0.0727928 0.0108275 0.0125313 0.0814529 0.0839814 0.0650126 0.111658 0.00793754 0.0208818 -0.000291233 -0.00022183 0.0170039 0.0718834 0.078353 0.163621 0.0920697 0.0891432 0.0755227 0.0666796 0.0605661 0.0521938 0.0462091 0.0332384 0.0191987 -0.000406007 -0.000161468
ah_000 0.502527 0.044879 -0.0303002 -0.00104414 0.0392699 0.0568484 0.0221664 0.0868525 0.228402 0.408677 0.539062 0.751595 0.682975 0.53507 0.297047 0.0877816 1 0.208718 0.0903795 0.0525022 0.43125 0.436066 0.986137 0.971416 0.889031 0.897238 0.171022 0.0532444 0.134225 0.0480217 0.19833 0.239296 0.104517 0.0905237 0.150607 0.168757 0.164482 0.241211 0.455377 0.639625 0.564049 0.029367 0.255469 0.340768 0.235853 0.223604 0.62556 0.701277 0.178947 0.187303 0.0725236 0.0397851 0.726981 0.737853 0.737351 0.752228 0.7497 0.705247 0.641383 0.610077 0.425958 0.330321 0.983413 0.294395 0.327702 0.284233 0.316781 0.997806 0.951038 0.827179 0.832627 -0.00269528 -0.0558938 -0.14066 -0.196892 -0.23469 -0.263665 -0.28491 -0.29609 0.309496 0.502713 0.980904 0.980904 0.818186 0.802229 0.358479 0.165602 0.225335 0.817565 nan 0.41921 -0.0010483 0.253447 0.0122504 0.929901 0.353997 0.779666 0.142561 0.415948 0.123555 0.283532 0.456746 0.616309 0.760392 0.701542 0.499919 0.389678 0.305026 0.147655 -0.00104125 0.162934 0.980904 0.0644122 0.627601 0.560311 0.588516 0.635463 0.620255 0.766604 0.490341 0.169108 0.0228227 0.018198 0.0999926 0.181103 0.473302 0.391873 0.0460438 0.118747 0.0151778 0.014633 0.48996 0.55134 0.274545 0.0268334 0.0638727 0.0177243 0.178884 0.00172536 0.0379364 0.0176065 0.0217999 0.903194 0.51103 0.503699 0.198759 0.393871 0.6443 0.637953 0.386702 0.424036 0.39763 0.320461 0.0158176 0.0185741 0.379265 0.597803 0.622822 0.646498 0.638478 0.730311 0.703155 0.660801 0.623916 0.607389 0.508302 0.39505 0.199185 0.0105335 0.0136395
ai_000 0.0748856 0.00140708 0.00767661 -0.000103526 -0.000986468 -0.00125083 0.0473773 0.00735127 0.0188604 0.0257258 0.0574578 0.12865 0.236156 0.256407 0.19974 0.0260467 0.208718 1 0.14563 0.0981742 0.0293709 0.0420437 0.165693 0.117919 0.332017 0.362623 0.0114425 0.0017172 0.0651526 0.0108808 0.0368054 0.0213415 0.244873 0.0502216 0.0308407 0.0301672 0.0206497 0.105588 0.20432 0.121121 0.0723604 0.0262173 0.0705133 0.130023 0.120206 0.151328 0.215794 0.133474 0.0117398 0.00740962 0.00100087 0.00409006 0.253972 0.135685 0.1203 0.143954 0.162613 0.165947 0.153834 0.163597 0.0901861 0.0143372 0.214378 0.00530038 0.0166585 0.0108186 0.125332 0.209025 0.285282 0.192551 0.404141 0.0711393 0.0525058 0.0323679 0.0202707 0.0110761 0.00174369 -0.00648226 -0.0102299 0.129386 0.0748971 0.214751 0.214751 0.197268 0.182261 0.0703362 0.0118897 0.0297688 0.20252 nan 0.0411039 -0.000106103 0.0403834 0.00158515 0.19103 0.0187134 0.294216 0.0300104 0.0136808 0.0396518 0.0180194 0.027019 0.0757386 0.158889 0.256691 0.244929 0.121206 0.0374515 0.0105945 -0.000105953 0.0155193 0.214751 0.00141763 0.192635 0.309578 0.260822 0.214005 0.200242 0.150007 0.0678687 0.0160475 0.00159723 0.000668754 0.0722709 0.0398698 0.0425439 0.0149509 0.00330021 0.0485991 0.00441323 0.00689791 0.0589476 0.113768 0.0531169 0.00247107 0.00493901 0.0175042 0.0150949 -0.000211942 -9.34694e-05 -0.000364795 -0.000463953 0.357092 0.0573156 0.0639507 0.00702852 0.0116323 0.0763906 0.0755288 0.0801847 0.108258 0.00808508 0.0206246 -0.00050356 -0.000830067 0.0472112 0.127881 0.153149 0.230295 0.279769 0.185468 0.149462 0.127657 0.0731676 0.0439012 0.0177825 0.0551297 0.0378274 -0.000562388 -0.00033756
aj_000 0.0345491 0.000279189 -0.00526086 -3.6597e-05 -0.000660139 -0.000802173 -7.37385e-05 0.00349567 0.00859429 0.00825603 0.00850571 0.0493191 0.128627 0.141868 0.121484 0.0571923 0.0903795 0.14563 1 0.59054 0.00544451 0.0054611 0.0963483 0.0787326 0.106818 0.118194 0.00161052 0.00030504 0.05961 0.00636212 -0.000683364 -0.00237041 0.00149459 0.000462561 -8.68791e-05 0.000259927 0.000214076 0.0391908 0.113643 0.0550042 0.0547545 0.000540964 0.0370127 0.0515589 0.0557294 0.0591523 0.107763 0.0646466 0.00163109 -0.000331703 -0.000344638 0.000441401 0.110372 0.0669939 0.0597806 0.0701722 0.0808714 0.0934895 0.101956 0.104157 0.0631647 0.0035994 0.09972 0.00117754 0.00866535 0.00348018 0.0557701 0.0903168 0.117091 0.0676507 0.12469 0.00584572 0.00336866 -0.00326165 -0.0105516 -0.0136612 -0.0167079 -0.0172589 -0.0225167 0.0324766 0.0345509 0.100021 0.100021 0.0938796 0.102968 0.0452853 0.00478989 0.0210516 0.0975557 nan -0.00185943 -3.69559e-05 0.0166227 -7.92758e-05 0.0949004 0.0105935 0.14886 0.0196076 0.0026453 0.00381698 0.00776915 0.0067696 0.0198008 0.0788316 0.13156 0.125368 0.0779007 0.0224199 0.0065203 -3.44982e-05 0.0213434 0.100021 -3.97918e-05 0.0791615 0.074107 0.102925 0.0897882 0.0936803 0.0810098 0.0368456 0.00713947 0.000512128 6.18915e-05 0.0137954 0.0231753 0.0158159 0.0062173 0.0020154 0.0136371 0.000265353 0.00674671 0.02604 0.0288498 0.00896445 -9.13733e-05 -3.56915e-05 2.15944e-07 0.00468245 -0.000101987 -0.000312495 -0.00030271 -0.000259427 0.149642 0.0414605 0.0409622 0.00337278 0.00269316 0.0435094 0.0415147 0.0318624 0.0468242 -0.000639584 0.000959936 -0.000295063 -0.000465672 0.0306126 0.0715439 0.08423 0.0923341 0.12856 0.0989588 0.0840238 0.0718402 0.0540692 0.0329328 0.00812784 0.0333567 0.0143129 -0.00028996 -0.000264294
ak_000 0.0152154 8.2635e-05 -0.00237411 -4.51389e-05 -0.000486289 -0.000591533 -0.000108172 -0.000107823 -0.000274719 -0.000573864 -0.00015317 0.0143609 0.0715118 0.081864 0.102656 0.0461166 0.0525022 0.0981742 0.59054 1 -0.000495849 -0.0004661 0.0483098 0.0346937 0.0627937 0.0810191 -0.000828656 -2.73092e-06 0.0479015 -4.48939e-05 -0.000800084 -0.00167827 -9.65693e-06 0.000139719 -0.000176777 -0.000232715 -0.000159188 0.00479875 0.0132704 0.0208532 0.0748154 -0.000110507 0.0424592 0.02988 0.0176256 0.0291624 0.0709086 0.0225722 -0.000999338 -0.000492524 -0.000393805 0.000109187 0.0573977 0.0394882 0.032626 0.0350097 0.036537 0.0393891 0.0453384 0.0466086 0.00427792 -0.000538341 0.0523824 -2.50709e-05 0.0134941 0.00471489 0.023778 0.0525525 0.0790929 0.0315007 0.0804463 0.00168732 -0.000269051 -0.00373423 -0.00604066 -0.00449453 -0.00830067 -0.009642 -0.0115087 0.021532 0.0152154 0.052537 0.052537 0.0473459 0.0478317 0.034457 0.00577812 0.0139569 0.0491095 nan 0.000448007 -4.6819e-05 0.0124537 -0.000137119 0.0376321 0.00091776 0.0668002 0.00436578 -0.00158694 -0.00017146 -0.000416391 -0.000732643 0.00349756 0.0369614 0.0697698 0.0715856 0.0599482 0.0181256 0.011194 -4.6515e-05 0.0159492 0.052537 0.000101371 0.0376624 0.031281 0.0505701 0.0641507 0.0385865 0.0392556 0.0271468 0.00414022 0.000181608 -1.98709e-06 0.0201315 0.0339947 0.0265916 0.00862257 1.24945e-05 0.00238661 0.000238602 0.0019349 0.0357786 0.0226286 0.00837323 -9.96087e-05 -0.000240764 -9.23021e-05 -0.000801758 -9.07656e-05 -0.000294184 -0.000286412 -0.000308348 0.0977494 0.0296974 0.0304656 -0.000114865 -0.00129962 0.0321314 0.0334596 0.0290135 0.0326054 -0.00139684 -0.00105201 -0.00016774 -0.000330477 0.0496813 0.0465391 0.0539807 0.0507456 0.0688988 0.048501 0.0454261 0.0357323 0.0239152 0.00869645 0.0025036 0.0104584 0.00595711 -0.000189629 -0.000229879
al_000 0.274137 0.0322571 -0.0207645 -0.000263497 0.0256643 0.0347982 0.0234438 0.207233 0.412056 0.537756 0.486874 0.357907 0.0843711 0.0255853 0.0527688 0.0326278 0.43125 0.0293709 0.00544451 -0.000495849 1 0.989747 0.430756 0.490594 0.489014 0.352304 0.189739 0.0900448 0.0363615 0.0479629 0.0799658 0.142113 0.0163188 0.00338891 0.000231021 0.0011407 0.000408861 -0.0032506 0.00660327 0.317513 0.384396 0.0158755 0.148465 0.172336 0.0959785 0.0265571 0.237724 0.307159 0.137546 0.235909 0.0651741 -0.000909921 0.232602 0.395507 0.425349 0.387877 0.324888 0.226339 0.142483 0.187665 0.248853 0.307913 0.497189 0.195486 0.200559 0.238755 0.0951852 0.432262 0.372731 0.43768 0.470236 0.0368165 0.0111639 -0.0231733 -0.0516622 -0.0730512 -0.0889685 -0.102643 -0.111565 0.13296 0.274194 0.493713 0.493713 0.376566 0.32838 0.00942313 0.0263046 0.0596855 0.366801 nan 0.232748 -0.000264032 0.174828 0.0104553 0.451727 0.250374 0.397869 0.0942904 0.327896 0.225073 0.436534 0.517181 0.434422 0.250907 0.129516 0.117223 0.208813 0.235663 0.0932787 -0.000261405 0.0454345 0.493713 0.0942254 0.233107 0.199339 0.284123 0.285827 0.261302 0.32526 0.174644 0.0703646 0.00409604 0.0100854 0.0284896 0.110556 0.335846 0.373874 0.0415654 0.0195282 0.0199278 -0.00940263 0.323347 0.241267 0.140317 0.019592 0.0475104 0.00981528 0.0963502 -1.68295e-05 0.0156006 -6.05715e-05 0.000206447 0.399304 0.0829728 0.0955423 0.17029 0.21752 0.205431 0.209326 0.0551545 0.043544 0.25662 0.108604 0.00815247 0.0118332 0.0963492 0.241135 0.226726 0.307728 0.157347 0.231086 0.226873 0.230942 0.356296 0.405499 0.340136 0.00985633 -0.0170759 0.0106674 0.0169952
am_0 0.27652 0.0326286 -0.0197816 -0.000258018 0.0244979 0.0332487 0.0223159 0.20841 0.421247 0.551149 0.499088 0.368705 0.0890396 0.0281552 0.0542604 0.0330592 0.436066 0.0420437 0.0054611 -0.0004661 0.989747 1 0.43189 0.49242 0.511202 0.373896 0.187647 0.0887732 0.0396979 0.0500017 0.078617 0.137975 0.0293889 0.00664376 0.00196777 0.00329605 0.00138927 -0.0026421 0.00828918 0.33004 0.389381 0.0156363 0.159521 0.182761 0.100804 0.0275739 0.250209 0.31571 0.130419 0.224706 0.0598223 -0.000791506 0.242887 0.407231 0.43462 0.397984 0.334151 0.23303 0.14792 0.195126 0.255705 0.300062 0.507332 0.184145 0.188479 0.227683 0.0912867 0.433917 0.380786 0.456228 0.500639 0.043012 0.0162476 -0.018464 -0.0470098 -0.0685633 -0.0845742 -0.0987549 -0.107981 0.139544 0.276571 0.501754 0.501754 0.383215 0.336664 0.00948668 0.0251736 0.0591898 0.372691 nan 0.223133 -0.000258621 0.175381 0.0102759 0.458679 0.265214 0.411842 0.0986862 0.339135 0.225391 0.447963 0.532961 0.452953 0.260948 0.13369 0.115375 0.198076 0.221544 0.0885235 -0.000256032 0.042653 0.501754 0.0854577 0.239171 0.208796 0.299649 0.299656 0.274565 0.332252 0.172545 0.0692958 0.00386145 0.0101703 0.0305823 0.114999 0.337238 0.37098 0.039356 0.0203764 0.0214956 -0.00891298 0.325291 0.234949 0.134854 0.0189448 0.0475551 0.0140828 0.0936673 -2.3376e-05 0.0145716 -5.9554e-05 0.000213446 0.408903 0.0788116 0.0905677 0.164227 0.207559 0.196762 0.200553 0.0534063 0.0423831 0.244594 0.103491 0.0078378 0.011714 0.0903543 0.248672 0.231395 0.324775 0.167478 0.24231 0.235303 0.236372 0.363317 0.409127 0.33863 0.00981043 -0.0171298 0.0104688 0.0171579
an_000 0.505986 0.0442344 -0.0216093 -0.00106851 0.0411258 0.0585323 0.0187331 0.0849811 0.22851 0.419897 0.557156 0.765404 0.681236 0.523129 0.27912 0.0895494 0.986137 0.165693 0.0963483 0.0483098 0.430756 0.43189 1 0.988454 0.878621 0.870041 0.159875 0.0588176 0.122946 0.0441754 0.186804 0.233326 0.102211 0.0885279 0.144429 0.165529 0.168244 0.247663 0.449204 0.644453 0.578756 0.0243115 0.249413 0.337513 0.230313 0.202049 0.62846 0.71235 0.180225 0.182343 0.0688221 0.0295669 0.72528 0.753708 0.756633 0.769348 0.762876 0.712932 0.642042 0.593906 0.423278 0.335732 0.985346 0.286566 0.314839 0.273902 0.293858 0.98839 0.93347 0.824609 0.810984 -0.0139182 -0.0671718 -0.152156 -0.208542 -0.245992 -0.274247 -0.294595 -0.305624 0.302408 0.506171 0.983906 0.983906 0.822336 0.804934 0.333375 0.167988 0.229461 0.821534 nan 0.410735 -0.00107235 0.238764 0.0117085 0.930115 0.369802 0.777627 0.141282 0.421894 0.117327 0.287582 0.471191 0.634152 0.774159 0.699931 0.484718 0.373311 0.293797 0.146423 -0.00106536 0.151197 0.983906 0.0610183 0.625863 0.550868 0.584384 0.643874 0.62077 0.776869 0.497043 0.171609 0.0221577 0.0214595 0.0922957 0.173516 0.477454 0.39716 0.0455203 0.10821 0.0149709 0.0179143 0.491099 0.532139 0.262465 0.0263598 0.0607189 0.0123829 0.180294 0.00213837 0.038627 0.0211588 0.0256682 0.865757 0.488799 0.486867 0.182465 0.365538 0.612721 0.606999 0.377633 0.40928 0.380438 0.300908 0.0162213 0.0209558 0.351034 0.599952 0.62326 0.6542 0.624626 0.734261 0.711187 0.670512 0.645379 0.625656 0.520259 0.396767 0.196564 0.00985643 0.0133627
ao_000 0.509342 0.0464494 -0.0232481 -0.00106224 0.043384 0.0618764 0.0153097 0.0986562 0.25295 0.451212 0.581546 0.760592 0.641937 0.478802 0.249483 0.0858337 0.971416 0.117919 0.0787326 0.0346937 0.490594 0.49242 0.988454 1 0.843029 0.821143 0.168325 0.0672365 0.109325 0.0437201 0.177521 0.233669 0.0850646 0.0732604 0.133389 0.154181 0.157805 0.228179 0.414 0.637266 0.591756 0.0219949 0.248583 0.330901 0.220056 0.173707 0.60122 0.708044 0.190051 0.196628 0.0712339 0.0239384 0.694573 0.753252 0.763445 0.769328 0.753279 0.693233 0.616296 0.568543 0.420748 0.352738 0.973816 0.299875 0.326084 0.288261 0.277948 0.970241 0.891634 0.815346 0.773901 -0.0253378 -0.0759557 -0.158956 -0.214284 -0.251365 -0.279222 -0.299108 -0.310109 0.284119 0.509523 0.971482 0.971482 0.808742 0.790166 0.315147 0.165539 0.226514 0.806837 nan 0.416904 -0.00106564 0.242866 0.0124441 0.920995 0.372208 0.751945 0.135631 0.434414 0.129696 0.314103 0.502231 0.650913 0.756147 0.659448 0.450055 0.368282 0.305897 0.149477 -0.00105846 0.145518 0.971482 0.0680967 0.604838 0.521618 0.558091 0.621054 0.60212 0.768019 0.496667 0.174022 0.0222047 0.0223198 0.0826649 0.169196 0.495674 0.424749 0.0482153 0.0992866 0.0149933 0.0163374 0.504564 0.518506 0.260189 0.0275329 0.0608312 0.00810146 0.182967 0.00233073 0.040621 0.0224188 0.026796 0.818615 0.478358 0.477005 0.189773 0.375689 0.604426 0.599084 0.36037 0.387133 0.396752 0.301133 0.017193 0.0236515 0.345512 0.586084 0.606161 0.634556 0.579989 0.709275 0.69432 0.659088 0.653995 0.645987 0.542219 0.386389 0.189375 0.0128346 0.020179
ap_000 0.451917 0.0467373 -0.0219969 -0.000555591 0.0337523 0.047648 0.027524 0.090181 0.255032 0.443236 0.551975 0.707799 0.608853 0.498098 0.310271 0.0777847 0.889031 0.332017 0.106818 0.0627937 0.489014 0.511202 0.878621 0.843029 1 0.931571 0.166525 0.0530087 0.123301 0.0422104 0.155944 0.193389 0.136352 0.0976441 0.107875 0.124767 0.131913 0.22861 0.407987 0.612271 0.541107 0.0281625 0.258828 0.352367 0.247838 0.248252 0.618324 0.644185 0.149384 0.169962 0.0641748 0.0303029 0.696259 0.708504 0.699291 0.704543 0.692145 0.637099 0.562967 0.552521 0.419866 0.317097 0.936038 0.232274 0.249873 0.242505 0.265124 0.891244 0.924241 0.914321 0.941988 0.0847615 0.0264579 -0.0521667 -0.107447 -0.145271 -0.175253 -0.199886 -0.213436 0.339018 0.452055 0.933061 0.933061 0.779054 0.734254 0.24068 0.108428 0.167486 0.764539 nan 0.334059 -0.000558979 0.228624 0.00766409 0.858805 0.353218 0.800274 0.159898 0.441956 0.124708 0.308096 0.482076 0.605816 0.695084 0.649672 0.484106 0.356237 0.258565 0.12898 -0.000554203 0.130044 0.933061 0.054889 0.611124 0.583313 0.645172 0.65833 0.610025 0.697726 0.398566 0.148765 0.0219216 0.0147414 0.0949705 0.164753 0.410395 0.364008 0.0457623 0.0922502 0.017608 0.0106257 0.423878 0.478099 0.238222 0.0200268 0.0608241 0.0296711 0.13645 0.00046768 0.0257425 0.00451358 0.00700505 0.911954 0.332262 0.336555 0.185214 0.309428 0.479837 0.474764 0.28193 0.31635 0.33756 0.236922 0.0140941 0.0234019 0.26226 0.580097 0.585007 0.671344 0.641656 0.67793 0.623279 0.572252 0.570377 0.549944 0.450162 0.273873 0.123389 0.0112448 0.0168699
aq_000 0.430976 0.0308291 -0.0109569 -0.000841972 0.022059 0.0302618 0.0399846 0.0831244 0.225393 0.368171 0.463989 0.690782 0.690124 0.587507 0.361119 0.0926836 0.897238 0.362623 0.118194 0.0810191 0.352304 0.373896 0.870041 0.821143 0.931571 1 0.130135 0.0314686 0.16985 0.0513873 0.202327 0.206259 0.169458 0.143736 0.149547 0.167769 0.167577 0.272831 0.480275 0.605563 0.488587 0.0352252 0.257073 0.345126 0.251096 0.29748 0.65012 0.642711 0.119105 0.137797 0.0568424 0.0479334 0.74598 0.68184 0.649604 0.682619 0.702475 0.677471 0.624239 0.61068 0.404311 0.255125 0.907427 0.189695 0.219625 0.188189 0.297066 0.895991 0.959385 0.779768 0.951667 0.063589 0.00431869 -0.0747062 -0.127844 -0.162844 -0.189993 -0.211993 -0.223121 0.338096 0.431141 0.904165 0.904165 0.769816 0.759492 0.304269 0.12845 0.184909 0.775051 nan 0.322435 -0.000847043 0.198237 0.00860113 0.849717 0.370198 0.807077 0.153277 0.335944 0.118126 0.260068 0.392667 0.542695 0.720617 0.724388 0.540188 0.346137 0.219015 0.118931 -0.000842631 0.138566 0.904165 0.0378367 0.605131 0.589497 0.656189 0.675087 0.645921 0.698749 0.402965 0.128196 0.0162168 0.0134954 0.124343 0.189357 0.360905 0.269384 0.0326925 0.12981 0.0171246 0.016607 0.389898 0.496247 0.230648 0.0201538 0.0594948 0.0339152 0.149594 0.000469786 0.0208874 0.00927896 0.0131331 0.962774 0.399287 0.399787 0.145376 0.267898 0.510649 0.507178 0.347368 0.385749 0.258343 0.236358 0.00958501 0.0143147 0.288588 0.54691 0.571769 0.690202 0.712017 0.720266 0.657482 0.60369 0.545926 0.493419 0.362643 0.328047 0.163901 0.00634558 0.0127054
ar_000 0.0861487 0.0552669 -0.0355755 -0.0003008 0.014445 0.0217472 0.0032248 0.0355002 0.103362 0.186974 0.206166 0.152119 0.0278693 0.00677028 0.0405917 0.0523847 0.171022 0.0114425 0.00161052 -0.000828656 0.189739 0.187647 0.159875 0.168325 0.166525 0.130135 1 4.07765e-06 0.0621069 0.0420522 0.0812889 0.149401 -0.00025516 -0.000817505 -0.0015658 -0.00233059 -0.000973616 -0.00236896 -0.00882148 0.106847 0.191199 0.0176664 0.0738212 0.0776715 0.0425736 0.00567889 0.0382239 0.148919 0.119025 0.180574 0.0624942 -0.00112523 0.125304 0.152378 0.141468 0.122356 0.0981542 0.0685988 0.0408741 0.0568009 0.0943184 0.138447 0.17131 0.181886 0.170595 0.190495 0.0615456 0.171211 0.149855 0.176604 0.138757 0.0326118 0.0141417 -0.00587374 -0.024252 -0.0382899 -0.0488504 -0.0557807 -0.0587782 0.0609132 0.086148 0.171855 0.171855 0.148041 0.115847 0.00578568 0.0176452 0.0234096 0.142136 nan 0.242743 -0.000301689 0.168104 0.00972591 0.148761 0.104051 0.152657 0.0375672 0.182655 0.0642264 0.138345 0.187977 0.171457 0.0992311 0.0504633 0.0608661 0.130287 0.142193 0.0664219 -0.000297444 0.0778639 0.171855 0.0327082 0.110217 0.0770359 0.130358 0.129636 0.120902 0.112491 0.0963484 0.0418077 0.00220097 -1.32072e-06 0.0228446 0.0514399 0.180962 0.172958 0.0359398 0.00577642 -0.00234766 -0.0118374 0.169964 0.229704 0.216106 0.0254776 0.130955 0.164315 0.112358 -0.00034474 0.0327589 -0.00187928 0.00717778 0.144459 0.08492 0.0917491 0.186079 0.271468 0.263067 0.279085 0.0475017 0.0376709 0.279196 0.140222 0.00943487 0.0111611 0.130821 0.11755 0.114304 0.146892 0.072627 0.105059 0.0957768 0.0910382 0.104158 0.115757 0.142943 -0.00601692 -0.0138331 0.0160211 0.0192204
as_000 0.030892 -0.000299616 -3.25946e-05 -2.73656e-05 0.00158638 0.000513775 -9.47839e-05 0.00284112 0.0259945 0.0602708 0.063256 0.0481923 0.0117007 0.00241499 0.00174516 0.000789659 0.0532444 0.0017172 0.00030504 -2.73092e-06 0.0900448 0.0887732 0.0588176 0.0672365 0.0530087 0.0314686 4.07765e-06 1 0.0292785 0.131673 0.0005349 0.000836503 -0.000194348 -0.000164256 -0.000222565 -0.000299571 -0.000183426 -0.000543652 0.00232115 0.0552362 0.0313788 -7.36956e-05 0.0184303 0.0218158 0.0162113 0.00442524 0.0547309 0.0261645 0.00736432 0.00580143 0.000160041 -9.96609e-05 0.0238102 0.04906 0.0775329 0.0665049 0.0428107 0.0265993 0.0166559 0.0184947 0.015464 0.0174892 0.0617102 0.0037607 0.00203941 0.007857 0.00316363 0.0532964 0.0390006 0.0480997 0.0506169 0.00205247 -0.000315983 -0.00139524 -0.00508204 -0.00427477 -0.00791125 -0.00626101 -0.00786839 0.0113085 0.0308992 0.0619023 0.0619023 0.0448536 0.0421473 1.03915e-05 3.85909e-05 0.00932648 0.0428243 nan 0.0045133 -2.73031e-05 0.026617 -1.29077e-05 0.0465499 0.00124443 0.0420795 0.00559074 0.0340729 0.00681319 0.0511482 0.0774892 0.06721 0.0292781 0.0126191 0.0107502 0.0144073 0.0120891 0.00263892 -2.74988e-05 0.00189952 0.0619023 0.0921136 0.0304271 0.0248339 0.0233361 0.0325904 0.0272939 0.0481619 0.018387 0.00849597 0.000137891 -4.51122e-05 0.00147057 0.00588769 0.0399077 0.0408447 0.00301099 0.00287467 0.00786884 -0.00134459 0.036644 0.00425006 0.000368875 8.68881e-05 9.92411e-05 -1.36716e-05 0.000846407 -3.39747e-05 -5.56746e-05 1.1244e-05 1.91946e-06 0.0405427 0.000749026 0.00072553 0.00674485 0.00298943 0.00309594 0.00289034 2.18942e-05 3.72495e-05 0.00428075 0.00173582 -2.16666e-05 -2.15282e-05 0.000276944 0.0280643 0.0282773 0.0336052 0.0139593 0.0163718 0.0163659 0.018926 0.0292052 0.0613422 0.0869536 0.00222914 -0.00141691 -2.46697e-05 5.47419e-06
at_000 0.0377639 0.0105017 -0.00166862 -0.000121451 -0.00142026 -0.00187361 0.00155582 0.0178341 0.0594777 0.0722872 0.0572204 0.0650252 0.0809323 0.116222 0.254387 0.348688 0.134225 0.0651526 0.05961 0.0479015 0.0363615 0.0396979 0.122946 0.109325 0.123301 0.16985 0.0621069 0.0292785 1 0.519944 0.182907 0.103094 0.0193389 0.00743023 0.0170072 0.0887335 0.011421 0.0394651 0.0548582 0.0807006 0.078658 0.0619411 0.0843977 0.153551 0.114222 0.0836846 0.106296 0.0732103 0.00642864 0.0220711 -0.000888502 0.00176693 0.11865 0.0820867 0.0887349 0.086099 0.090326 0.0838826 0.0696414 0.0824707 0.0531257 0.0296476 0.124622 0.00910988 0.0146923 0.00961615 0.0664973 0.134575 0.14745 0.0755025 0.147198 0.0198156 0.0083984 -0.00504186 -0.0156873 -0.0222392 -0.0274137 -0.0309309 -0.0313706 0.0619398 0.0377642 0.124812 0.124811 0.105 0.114233 0.0421765 0.0193414 0.0307691 0.109161 nan 0.0868632 -0.000128083 0.0595231 -0.000358156 0.0955837 0.241509 0.174215 0.023676 0.080611 0.0656153 0.0404168 0.0434702 0.0604203 0.0660019 0.105045 0.161983 0.117181 0.0501246 0.013716 -0.000125438 0.0210696 0.124812 0.0204056 0.0565737 0.0730884 0.146779 0.121918 0.1276 0.0669972 0.0408877 0.0100016 0.000134662 -0.000221514 0.119396 0.134183 0.0340143 0.0220562 0.0450604 0.112321 0.0154271 0.0014628 0.0824057 0.113715 0.0341559 0.000286809 0.00222782 0.00130557 0.224892 0.000184883 0.00804515 0.000202873 0.0301208 0.160992 0.0345846 0.0326825 0.00949917 0.0237884 0.0811528 0.0829475 0.0737672 0.0722041 0.00805046 0.0881262 -0.000594119 -0.000763574 0.0441338 0.0572748 0.0615485 0.182058 0.122452 0.0826823 0.0554275 0.0422153 0.0340119 0.022089 0.00955361 -0.00243608 -0.00328473 -0.000650359 -0.000183685
au_000 0.0178535 0.0206077 -0.00293094 -3.01585e-05 0.00255943 0.000573131 -1.70426e-05 0.00922645 0.0371854 0.0551983 0.0432565 0.0273828 0.00753202 0.0130152 0.0775644 0.26347 0.0480217 0.0108808 0.00636212 -4.48939e-05 0.0479629 0.0500017 0.0441754 0.0437201 0.0422104 0.0513873 0.0420522 0.131673 0.519944 1 0.0238973 0.00731445 0.000313072 9.72561e-05 2.92662e-06 0.000246684 2.96145e-05 -0.00072617 -0.00215071 0.0338721 0.0457773 0.00708402 0.0402552 0.0576868 0.0317886 0.00725996 0.0245781 0.032461 0.0160396 0.0473609 -0.000390301 -0.000142614 0.0295545 0.0328698 0.0406536 0.0377605 0.0379001 0.0335092 0.0232077 0.0244417 0.0276598 0.0507303 0.0460275 0.0085466 0.00828932 0.00958343 0.0145219 0.048069 0.0434803 0.0236577 0.0521553 0.00735985 0.00328556 -0.00155875 -0.00465079 -0.00783857 -0.0097794 -0.0109054 -0.0108874 0.0243166 0.0178546 0.0461757 0.0461756 0.0400067 0.0456845 0.000692633 0.00373853 0.0129011 0.0413587 nan 0.0321172 -3.03127e-05 0.0227243 -0.000101288 0.0336247 0.11708 0.0521578 0.0142609 0.0587303 0.00868037 0.0264473 0.0345957 0.0352436 0.024734 0.0229976 0.0367012 0.0447858 0.0313554 0.0154808 -2.97234e-05 0.0045351 0.0461757 0.0468642 0.0187748 0.0165418 0.0409467 0.0438957 0.0444677 0.0257044 0.014305 0.003717 2.02067e-05 -6.00658e-05 0.00277208 0.00261679 0.0365269 0.0277063 0.105441 0.00063461 -0.000167063 -0.00156416 0.0498661 0.0329199 0.0183801 -5.08149e-05 -0.000146654 -8.61148e-07 0.151691 -4.67082e-05 0.000258754 7.36606e-05 0.0271158 0.0478102 0.0136295 0.0132447 0.00149467 0.000434791 0.0269535 0.0293356 0.00702866 0.00533533 0.00136983 -0.000148052 -0.000136279 -0.000202808 0.0250292 0.024137 0.0222923 0.0707664 0.0179521 0.0225586 0.0189866 0.0173198 0.0300156 0.0172462 0.0154674 -0.00176349 -0.00197522 -0.000130362 -0.000137503
av_000 0.0779809 0.0126109 0.016984 -0.000562392 0.00319849 0.00505808 0.0325006 0.0471249 0.0897257 0.104457 0.103811 0.164974 0.169171 0.216365 0.268034 0.0706 0.19833 0.0368054 -0.000683364 -0.000800084 0.0799658 0.078617 0.186804 0.177521 0.155944 0.202327 0.0812889 0.0005349 0.182907 0.0238973 1 0.717443 0.0228724 0.0148191 0.247843 0.227878 0.161328 0.0943341 0.127708 0.117302 0.135631 0.0773967 0.0648132 0.0991727 0.102266 0.200218 0.187471 0.142086 0.0439443 0.0835101 0.0208134 0.00164599 0.239481 0.158263 0.1491 0.16578 0.176456 0.14932 0.102223 0.112712 0.0626237 0.109823 0.181996 0.101228 0.100773 0.094133 0.117214 0.198504 0.196206 0.136093 0.153547 -0.00279947 -0.0265041 -0.0549016 -0.072885 -0.0815171 -0.0852405 -0.0870189 -0.0873283 0.118988 0.0780632 0.182536 0.182536 0.205795 0.176118 0.0928035 0.0884284 0.090178 0.208359 nan 0.347722 -0.000575153 0.186783 0.00117708 0.19196 0.0953987 0.225182 0.00957953 0.141144 0.0669479 0.0873628 0.0921295 0.105388 0.135163 0.183693 0.306957 0.261888 0.15548 0.0436453 -0.000573258 0.070425 0.182536 0.0150155 0.167186 0.12736 0.224903 0.183847 0.141299 0.163957 0.191215 0.0576968 0.00239079 0.0013364 0.274151 0.622335 0.126305 0.0639057 0.0333898 0.412695 0.0482878 0.00755187 0.241646 0.367379 0.135018 0.0149744 0.0595154 0.0498615 0.101346 -0.000715272 0.00781084 -0.0011114 -0.00162958 0.19205 0.0892078 0.0946388 0.137094 0.166341 0.267351 0.264229 0.312225 0.270108 0.143562 0.489014 0.00141068 0.00353537 0.129002 0.154583 0.166367 0.217843 0.280511 0.174704 0.145743 0.127605 0.0774388 0.0645171 0.0499493 0.0129502 0.00575179 0.00525199 0.00776303
ax_000 0.115374 0.0367231 -0.0044824 -0.000882622 0.080865 0.101867 0.0185475 0.0498276 0.104797 0.152028 0.194353 0.214165 0.134072 0.1542 0.193445 0.0341304 0.239296 0.0213415 -0.00237041 -0.00167827 0.142113 0.137975 0.233326 0.233669 0.193389 0.206259 0.149401 0.000836503 0.103094 0.00731445 0.717443 1 0.00720278 0.00326382 0.146996 0.132854 0.0957389 0.0606373 0.0967096 0.151167 0.195212 0.0853772 0.064678 0.0913864 0.0847897 0.139577 0.150602 0.177927 0.182552 0.138966 0.0616301 -0.000297291 0.233573 0.213459 0.190573 0.185965 0.176795 0.140165 0.0865203 0.0967627 0.101961 0.159852 0.229113 0.203719 0.227455 0.216444 0.0980957 0.23946 0.220504 0.195667 0.169055 -0.0199719 -0.0520682 -0.0913424 -0.114578 -0.129237 -0.136207 -0.137359 -0.13582 0.139627 0.115443 0.229803 0.229803 0.235251 0.190944 0.0555255 0.119359 0.117232 0.23193 nan 0.453613 -0.000894064 0.212091 0.00409138 0.231346 0.0870751 0.239423 0.0143698 0.205102 0.0731418 0.115526 0.168533 0.181446 0.153497 0.15525 0.250147 0.255025 0.186814 0.0627216 -0.000889729 0.0934382 0.229803 0.0277152 0.18943 0.139868 0.221886 0.188915 0.149436 0.18828 0.20911 0.0758589 0.00221838 0.00250907 0.20966 0.626123 0.248065 0.209788 0.0382233 0.300599 0.0291131 -0.0023218 0.319341 0.400857 0.225751 0.0143001 0.0489839 0.0525156 0.125961 0.00132116 0.0161727 -0.000863583 -0.00210861 0.201782 0.110844 0.12389 0.174213 0.306584 0.336691 0.346906 0.253507 0.206075 0.321291 0.466437 0.0199975 0.0479579 0.164974 0.186672 0.200763 0.216544 0.224087 0.175003 0.155081 0.141378 0.121832 0.161326 0.13767 0.0119764 0.00155374 0.0474183 0.0365802
ay_000 0.0282334 0.000130513 -0.00399012 -2.51842e-05 -0.000477516 -0.000585854 0.0109784 0.00135503 0.000499342 0.0156257 0.118788 0.171353 0.0728388 0.0153557 0.00545759 0.000748557 0.104517 0.244873 0.00149459 -9.65693e-06 0.0163188 0.0293889 0.102211 0.0850646 0.136352 0.169458 -0.00025516 -0.000194348 0.0193389 0.000313072 0.0228724 0.00720278 1 0.32742 0.147178 0.188439 0.091046 0.0293665 0.0178328 0.024309 0.00853525 -0.000312034 0.0196156 0.0241804 0.0197257 0.0335955 0.0921601 0.113666 0.0159141 -0.00147505 -0.000549919 0.00622945 0.196897 0.0673874 0.0758995 0.0927656 0.101709 0.0704275 0.0299289 0.00276094 -0.00144366 -0.00235262 0.109849 0.000441251 0.00435614 0.00279347 0.017157 0.107615 0.110165 0.101036 0.14869 0.0192076 0.0124581 0.0028211 -0.00351945 -0.00933422 -0.0128868 -0.014961 -0.0165064 0.050323 0.0284343 0.112794 0.112794 0.115787 0.0831184 0.021285 0.00549035 0.0170828 0.120713 nan -0.00258872 -2.52866e-05 0.00257828 5.96712e-06 0.105807 0.0092813 0.125549 0.0177792 0.0202328 0.00872751 0.00212794 0.0205675 0.129051 0.156861 0.0898171 0.029028 0.0124361 0.00518385 -0.000267926 -2.51086e-05 0.00289149 0.112794 9.0895e-05 0.10088 0.18698 0.149104 0.0816138 0.124 0.100114 0.0604875 0.00904255 -0.000281674 -0.000125282 0.00162341 0.00238591 0.000316022 0.000202271 0.000576129 0.00444705 -5.06497e-05 -0.000320534 0.00316359 0.0544539 0.00291681 -4.30771e-05 -0.000227204 0.0017581 0.0107698 -9.35837e-05 -0.000285545 -0.00021448 -0.000136568 0.12264 -0.0010918 -0.00217474 0.0171976 0.00900992 0.0309126 0.0268715 0.0505697 0.0416735 0.00164786 0.0585161 -0.000226315 -0.000333394 0.0176582 0.0835024 0.10163 0.118613 0.244474 0.130007 0.0758644 0.0466184 0.01464 0.00171845 -0.00245802 -0.00183557 -0.00343766 -0.000235649 -0.00022939
ay_001 0.0166335 5.90481e-05 -0.00579396 -1.39378e-05 -0.000607926 -0.000744561 0.00665537 0.000769657 -0.00050015 0.00238852 0.0682445 0.176659 0.0504952 0.00873023 0.00329007 0.000400491 0.0905237 0.0502216 0.000462561 0.000139719 0.00338891 0.00664376 0.0885279 0.0732604 0.0976441 0.143736 -0.000817505 -0.000164256 0.00743023 9.72561e-05 0.0148191 0.00326382 0.32742 1 0.0955151 0.120137 0.042184 0.0119819 0.00988759 0.0106577 0.00650963 -0.000259165 0.0092611 0.0127171 0.00954038 0.0373024 0.123907 0.0626629 0.00338969 -0.00129617 -0.00085241 0.000280745 0.165297 0.0427974 0.0486308 0.0689194 0.112909 0.0934918 0.0274066 -0.000183764 -0.00147094 -0.00202274 0.090477 0.000164413 0.0169364 0.00208533 0.00905976 0.0914275 0.0957255 0.0746011 0.10473 0.0100314 0.00589886 -0.00279321 -0.00754539 -0.0130318 -0.016757 -0.0216672 -0.0225691 0.0302082 0.0166804 0.0914137 0.0914147 0.0963835 0.0736828 0.0135998 0.00510902 0.0129738 0.0993711 nan -0.00320377 -1.40572e-05 0.00213487 4.17917e-06 0.0886161 0.0159255 0.106838 0.0118978 0.00430342 0.00307202 -0.000254595 0.00380998 0.059588 0.117466 0.120019 0.0320167 0.0132639 0.00482424 -9.66688e-05 -1.38839e-05 0.00529044 0.0914137 4.09893e-05 0.0754216 0.101469 0.13275 0.0575861 0.08767 0.0833502 0.0655146 0.0154726 0.00109774 -9.22811e-05 0.00130945 0.00189106 0.000192981 0.000177885 0.00037374 0.00317058 -4.16556e-05 -0.000218779 0.00231353 0.0600312 0.0019531 -9.8945e-05 -0.000354231 0.0011634 0.0122093 -0.000112968 -0.000366357 0.000232443 0.00274623 0.104437 -0.00356748 -0.00456792 0.00659358 0.00334829 0.0241759 0.0198509 0.0490774 0.0357485 -0.00053746 0.0630946 -0.000280811 -0.000419449 0.0199356 0.0713409 0.0799739 0.0997202 0.242269 0.0621227 0.0303257 0.0148944 0.00200255 -0.002339 -0.00277404 -0.00309133 -0.0029786 -0.000289778 -0.000296884
ay_002 0.0558171 2.45364e-05 -0.00926422 -9.1446e-06 -0.000953374 -0.00116687 0.00116219 -0.000354084 -0.00101526 0.000382565 0.0287396 0.221867 0.141125 0.033189 0.0157529 0.000991141 0.150607 0.0308407 -8.68791e-05 -0.000176777 0.000231021 0.00196777 0.144429 0.133389 0.107875 0.149547 -0.0015658 -0.000222565 0.0170072 2.92662e-06 0.247843 0.146996 0.147178 0.0955151 1 0.885939 0.641204 0.283875 0.00793118 0.0059842 0.00356429 -0.000332879 0.0296963 0.0286237 0.0157393 0.0185747 0.0265312 0.193567 0.000198518 -0.00161706 -0.000994209 0.0100492 0.206458 0.0641832 0.105414 0.132726 0.175573 0.168149 0.0924103 0.0101964 -0.000943739 -0.00249233 0.133397 0.0664969 0.0298807 0.0278083 0.020779 0.151354 0.129902 0.107681 0.095316 0.00444038 -0.000727393 -0.0101255 -0.0161772 -0.0212582 -0.0258425 -0.0291936 -0.0317209 0.0290454 0.0559019 0.134287 0.134287 0.142485 0.118237 0.0183389 0.00532401 0.0194204 0.145882 nan -0.00717409 -9.26715e-06 0.00147918 9.54995e-06 0.146599 -0.000750146 0.0777022 0.00611749 0.208611 0.000497518 -0.00120003 0.000783206 0.074653 0.220464 0.137331 0.0358822 0.0157147 0.00497329 -0.000570544 -9.1431e-06 0.000895125 0.134287 1.62643e-05 0.199145 0.171728 0.100594 0.0633645 0.114107 0.143238 0.136294 0.00793846 -0.00027507 -0.000110584 0.00129649 0.0019222 0.000280789 0.000207682 0.000328588 0.00300613 -2.76279e-05 -0.000162381 0.00214111 0.0893684 0.011699 -0.00018296 -0.000595924 -6.8256e-05 -0.000358887 -0.000172997 -0.000575546 -0.000542158 -0.000540618 0.134451 0.0189381 0.00672167 0.00262005 0.000537258 0.0992888 0.0740036 0.244892 0.150153 0.0809275 0.189563 -0.000435108 -0.00065454 0.0143713 0.182355 0.197982 0.0715345 0.224363 0.223222 0.25954 0.223991 0.00286057 -0.00298037 -0.00348229 -0.00362609 -0.00338506 -0.00044826 -0.000467021
ay_003 0.0639455 1.37149e-05 -0.0112217 -1.92315e-05 -0.00117052 -0.00143286 -0.00018494 -0.000776491 -0.00104377 0.00236507 0.0361428 0.237296 0.173469 0.0502293 0.0255633 0.0051812 0.168757 0.0301672 0.000259927 -0.000232715 0.0011407 0.00329605 0.165529 0.154181 0.124767 0.167769 -0.00233059 -0.000299571 0.0887335 0.000246684 0.227878 0.132854 0.188439 0.120137 0.885939 1 0.655796 0.275253 0.0262579 0.0272593 0.0154048 -0.000450503 0.0346077 0.0423272 0.0269264 0.0354389 0.0604507 0.203908 0.000201723 -0.00217972 -0.00132387 0.00823493 0.225899 0.093293 0.126394 0.156697 0.196699 0.18559 0.110691 0.0203226 0.000479816 -0.003046 0.152802 0.0558022 0.0258495 0.024409 0.0237966 0.170087 0.149676 0.123612 0.11093 0.00741202 0.000424132 -0.0125512 -0.0203042 -0.0257985 -0.0293857 -0.0339169 -0.0368155 0.0379097 0.0641012 0.154318 0.154318 0.164345 0.142948 0.0349506 0.00858357 0.0222868 0.168823 nan -0.00565386 -1.98455e-05 0.00383145 -2.03037e-05 0.167293 -0.000187743 0.0963283 0.0162851 0.191802 0.000299364 -0.000952821 0.00298047 0.0883643 0.251103 0.16069 0.0447696 0.0181271 0.00524744 -0.000655204 -1.95857e-05 0.00144925 0.154318 8.53387e-06 0.197631 0.188924 0.114002 0.0807848 0.136605 0.164519 0.152863 0.0136477 -0.000361224 -0.000128785 0.00598745 0.00653673 0.000914707 0.00148056 0.000870335 0.00637655 -7.72906e-05 -0.000518987 0.00651776 0.0969258 0.0106318 -0.000215356 -0.000714146 7.62335e-05 0.00322559 -0.000211491 -0.000699741 -0.000615628 -0.0005152 0.151543 0.0167981 0.005702 0.00627679 0.00603387 0.104066 0.0805445 0.233885 0.154647 0.0706475 0.179663 -0.000534994 -0.000805024 0.0260567 0.180273 0.199031 0.089443 0.254617 0.264217 0.271219 0.229349 0.0229923 0.00669386 -0.000561683 0.00350763 -0.00183857 -0.000552136 -0.000572092
ay_004 0.0876189 -1.01135e-06 -0.00681576 -2.4782e-06 -0.000684677 -0.000810105 -0.000316236 -0.000692713 -0.000850771 0.00190287 0.0279097 0.227541 0.220196 0.096302 0.015742 0.000377089 0.164482 0.0206497 0.000214076 -0.000159188 0.000408861 0.00138927 0.168244 0.157805 0.131913 0.167577 -0.000973616 -0.000183426 0.011421 2.96145e-05 0.161328 0.0957389 0.091046 0.042184 0.641204 0.655796 1 0.456487 0.0785714 0.0256598 0.00657243 -0.000378862 0.0366433 0.054126 0.0305031 0.0218944 0.0917594 0.213839 0.00205568 -0.000766684 -0.00111712 0.00708877 0.203013 0.133993 0.139586 0.174196 0.218276 0.238653 0.220833 0.094478 0.010024 0.00259205 0.157259 0.0449021 0.021491 0.0199398 0.0133629 0.165257 0.154204 0.139167 0.110472 0.00785528 0.00135996 -0.0098187 -0.0168332 -0.0227414 -0.0270485 -0.0319604 -0.0346172 0.0269867 0.0877345 0.158256 0.158256 0.183231 0.190576 0.0207492 0.00312591 0.0150886 0.18875 nan -0.00422454 -2.58168e-06 0.00259392 9.02709e-08 0.18935 -0.00149815 0.0924728 0.0169807 0.149475 0.00138419 -0.000408289 0.00520327 0.0956648 0.267878 0.190403 0.0550103 0.0215988 0.0106602 0.0241039 -2.4957e-06 0.000984203 0.158256 5.34307e-05 0.190795 0.17308 0.10378 0.0820063 0.177014 0.189566 0.131047 0.0145864 -0.000315007 -9.43833e-05 0.00236449 0.00201039 0.00315966 0.00343253 0.00144895 0.00149343 0.000123844 0.00018965 0.0044738 0.0603943 0.00825126 -0.000174128 -0.000490319 2.59242e-05 -0.000336718 -0.000118828 -0.00040338 -0.000410278 -0.000389077 0.149324 0.0147562 0.0065991 0.00239484 0.00657285 0.0681492 0.0525529 0.160762 0.102401 0.0565568 0.131275 -0.00032204 -0.000489009 0.0136768 0.183528 0.210356 0.085981 0.211002 0.266233 0.310163 0.275846 0.094021 0.063442 0.0246822 0.0994655 0.0459004 -0.000332486 -0.000349672
ay_005 0.147295 2.63349e-06 -0.00168086 -0.000129372 -0.00186718 -0.00221625 0.0115446 0.000928159 0.036157 -0.000850642 0.0244289 0.266984 0.440176 0.329834 0.0959636 0.00572062 0.241211 0.105588 0.0391908 0.00479875 -0.0032506 -0.0026421 0.247663 0.228179 0.22861 0.272831 -0.00236896 -0.000543652 0.0394651 -0.00072617 0.0943341 0.0606373 0.0293665 0.0119819 0.283875 0.275253 0.456487 1 0.331838 0.0829663 0.00530459 -0.00103298 0.0713797 0.125144 0.0815137 0.111906 0.244048 0.308032 0.00228227 -0.00265275 -0.00294423 0.00335666 0.359373 0.231019 0.214764 0.271697 0.340786 0.408217 0.401116 0.218918 0.0483456 0.00712487 0.242206 0.0249848 0.0169298 0.0120611 0.0400234 0.241251 0.252651 0.215411 0.211872 0.0154739 0.00251088 -0.0162505 -0.0278445 -0.0366812 -0.0454457 -0.0524354 -0.054996 0.0693312 0.147446 0.243095 0.243095 0.312929 0.340525 0.0771955 0.0232658 0.0351329 0.323019 nan 0.0528973 -0.000124263 0.0773157 -0.000465287 0.316754 0.010291 0.23462 0.0455752 0.0798884 -0.000945032 -0.00282752 0.0053503 0.113551 0.357303 0.377464 0.294122 0.159356 0.0747211 0.163559 -0.000123235 0.0119264 0.243095 0.000221836 0.265817 0.242284 0.258009 0.187176 0.27569 0.324371 0.172873 0.0350003 0.000109227 -0.000345186 0.0478428 0.0705528 0.0160656 0.00282919 0.00309898 0.131007 0.00273558 0.0188808 0.0558285 0.0871594 0.0104416 -0.000471331 -0.00135625 0.000112646 0.0066611 -0.000326629 -0.000913314 -0.00088827 -0.000759845 0.249456 0.0647212 0.058428 0.00493881 0.00509319 0.0791565 0.0726054 0.125578 0.110381 0.0312283 0.107156 -0.000491012 -0.00109332 0.0389932 0.245255 0.281499 0.215491 0.3693 0.334974 0.358451 0.343911 0.217929 0.168505 0.0700059 0.277636 0.137927 -0.000920992 0.000215792
ay_006 0.266336 0.00276577 0.00386573 -0.000698591 -0.00851817 -0.0103443 0.00538095 0.013966 0.0428988 0.0481412 0.0785332 0.427536 0.782582 0.669524 0.274828 0.0404537 0.455377 0.20432 0.113643 0.0132704 0.00660327 0.00828918 0.449204 0.414 0.407987 0.480275 -0.00882148 0.00232115 0.0548582 -0.00215071 0.127708 0.0967096 0.0178328 0.00988759 0.00793118 0.0262579 0.0785714 0.331838 1 0.351169 0.0514513 0.00241922 0.140601 0.267987 0.215826 0.306043 0.527645 0.489703 0.0143883 0.0346322 -0.00497718 0.00416149 0.613131 0.436094 0.400127 0.486567 0.5817 0.684422 0.718985 0.566654 0.247621 0.0767787 0.438163 0.0445058 0.0801139 0.0373434 0.237456 0.455329 0.465926 0.373089 0.385758 -0.0248856 -0.053552 -0.0962339 -0.118033 -0.129149 -0.135422 -0.138787 -0.138959 0.196044 0.266513 0.439529 0.439529 0.552711 0.634469 0.34692 0.13254 0.159977 0.56651 nan 0.139668 -0.000698973 0.120221 -0.00109692 0.539807 0.0276299 0.392863 0.102011 0.0301013 0.0274987 0.0407544 0.0558748 0.206775 0.624831 0.71385 0.509896 0.272682 0.10919 0.123876 -0.000698341 0.0572936 0.439529 0.00347211 0.502497 0.436888 0.428651 0.36222 0.471333 0.597244 0.34023 0.0908535 0.00109749 -0.000196226 0.0788263 0.191097 0.124095 0.0235876 0.0110406 0.215756 0.0144221 0.046977 0.185149 0.224973 0.0438803 -0.00204984 -0.00592028 -0.000831831 0.0110631 -0.00145662 -0.000958853 0.0207237 0.0298082 0.480217 0.451036 0.443422 0.0357095 0.0661059 0.353489 0.347589 0.262953 0.352387 0.0154957 0.148151 -0.00174814 -0.00425116 0.181333 0.379682 0.441537 0.393114 0.589536 0.639202 0.622416 0.612916 0.462219 0.336425 0.16344 0.534234 0.294887 -0.00488737 0.00128987
ay_007 0.386789 0.0278089 -0.0188862 -0.000717364 0.0272966 0.0390367 0.0258042 0.184655 0.340658 0.570209 0.671288 0.738778 0.656461 0.588764 0.382233 0.109622 0.639625 0.121121 0.0550042 0.0208532 0.317513 0.33004 0.644453 0.637266 0.612271 0.605563 0.106847 0.0552362 0.0807006 0.0338721 0.117302 0.151167 0.024309 0.0106577 0.0059842 0.0272593 0.0256598 0.0829663 0.351169 1 0.421447 0.0373466 0.293538 0.378211 0.268189 0.238799 0.651556 0.739117 0.214672 0.301606 0.0664916 0.0590699 0.752973 0.801558 0.77909 0.790886 0.774902 0.702593 0.620667 0.650847 0.503826 0.506629 0.653573 0.194031 0.238099 0.199014 0.261014 0.637991 0.636444 0.559779 0.586166 0.00412905 -0.0333939 -0.0925463 -0.132894 -0.160071 -0.181065 -0.195463 -0.20233 0.219577 0.386605 0.652093 0.652093 0.747822 0.749078 0.284909 0.104609 0.148727 0.747883 nan 0.243187 -0.000722123 0.168823 0.00923545 0.683566 0.24471 0.596375 0.150455 0.360598 0.222742 0.431579 0.580802 0.660049 0.75358 0.716447 0.591762 0.455594 0.255039 0.0921873 -0.000716664 0.145918 0.652093 0.0462488 0.69083 0.58348 0.655359 0.664377 0.655592 0.810911 0.481564 0.164662 0.0235224 0.0173888 0.0898343 0.15671 0.370763 0.323139 0.0286278 0.0893504 0.0182573 0.034778 0.383619 0.379961 0.163743 0.00824079 0.0303765 0.00204553 0.0948114 0.000228236 0.0375655 0.00206297 0.00126578 0.615342 0.352818 0.34701 0.127412 0.24496 0.438654 0.425554 0.304168 0.344302 0.252363 0.181576 0.0153415 0.0185193 0.228605 0.53493 0.545609 0.705248 0.682579 0.771717 0.726855 0.699166 0.611028 0.602537 0.580673 0.3359 0.185735 0.00659661 0.00623674
ay_008 0.338151 0.0329104 -0.011472 -0.000584417 0.0351653 0.053339 0.0840881 0.344251 0.457709 0.667051 0.764367 0.723077 0.332593 0.209737 0.19004 0.0923058 0.564049 0.0723604 0.0547545 0.0748154 0.384396 0.389381 0.578756 0.591756 0.541107 0.488587 0.191199 0.0313788 0.078658 0.0457773 0.135631 0.195212 0.00853525 0.00650963 0.00356429 0.0154048 0.00657243 0.00530459 0.0514513 0.421447 1 0.059978 0.304795 0.347931 0.195532 0.0814748 0.448286 0.653907 0.200892 0.24041 0.0787103 -0.000829208 0.558127 0.73777 0.735664 0.692286 0.604582 0.466489 0.343163 0.390511 0.463409 0.491732 0.589601 0.254101 0.253872 0.223715 0.187558 0.562331 0.536063 0.489593 0.523273 0.0129591 -0.0227341 -0.0766695 -0.115503 -0.142897 -0.164365 -0.180779 -0.190066 0.192441 0.337468 0.586225 0.586225 0.66519 0.58049 0.131541 0.0866196 0.124396 0.659515 nan 0.352236 -0.000588873 0.199175 0.00394208 0.556637 0.373035 0.539615 0.119348 0.495323 0.339702 0.565355 0.686868 0.758895 0.582632 0.406095 0.304536 0.323635 0.317126 0.110905 -0.000585806 0.0726258 0.586225 0.0797257 0.47796 0.390185 0.551934 0.698468 0.539256 0.611098 0.398976 0.166934 0.0230293 0.0296183 0.0929754 0.137891 0.440292 0.383355 0.0438987 0.0452764 0.00766449 0.00251321 0.430221 0.407061 0.24377 0.012725 0.111864 0.0371849 0.162711 0.00202768 0.0247377 0.0148805 0.0135062 0.472771 0.247832 0.261502 0.168943 0.335506 0.410014 0.419194 0.200612 0.20572 0.32843 0.18488 0.0153787 0.0135662 0.258014 0.450671 0.438825 0.70129 0.416429 0.523038 0.47743 0.448419 0.603077 0.638613 0.54065 0.110567 0.0114693 0.00946961 0.00499142
ay_009 0.00998489 0.001671 -0.00143064 1.57346e-05 -0.000499063 -0.000599654 0.00187396 0.0156121 0.0347753 0.0330458 0.0272318 0.0283925 0.0245285 0.138383 0.223944 0.0203063 0.029367 0.0262173 0.000540964 -0.000110507 0.0158755 0.0156363 0.0243115 0.0219949 0.0281625 0.0352252 0.0176664 -7.36956e-05 0.0619411 0.00708402 0.0773967 0.0853772 -0.000312034 -0.000259165 -0.000332879 -0.000450503 -0.000378862 -0.00103298 0.00241922 0.0373466 0.059978 1 0.046181 0.0433339 0.0270313 0.00684681 0.0368459 0.0533686 0.0112699 0.0294309 0.00570959 0.00844222 0.0737542 0.0310143 0.0212408 0.0235914 0.0267624 0.0362264 0.0427883 0.0879731 0.112575 0.0204804 0.0262612 0.014528 0.0112881 0.00907074 0.014323 0.0293283 0.0450499 0.0152732 0.0352479 0.00215741 -0.0006314 -0.00314796 -0.0032984 -0.00596655 -0.00715411 -0.0092883 -0.0112054 0.0115049 0.00990854 0.0263505 0.0263506 0.0540216 0.0528231 0.00937745 0.0106484 0.00549991 0.0565226 nan 0.0403003 -4.85025e-05 0.0738468 -0.000151539 0.0368086 0.0231604 0.0957868 0.00589711 0.020052 0.0239905 0.0325634 0.0241064 0.0221841 0.0197359 0.0308867 0.16451 0.172134 0.0510841 0.00608339 -4.4598e-05 0.0196427 0.0263506 0.000773618 0.0246764 0.0235992 0.136898 0.0592504 0.0327537 0.0347072 0.0297015 0.00481147 -5.81621e-06 -6.59808e-05 0.749067 0.0830538 0.014465 0.0109652 0.00575718 0.137159 -0.000370773 -0.00118413 0.0585794 0.0506636 0.0186834 0.0026905 0.0319791 0.0114099 0.0110575 -9.48128e-05 0.00091015 -0.000286739 -0.000312929 0.0555474 0.00589976 0.00597188 0.00632957 0.0327461 0.0177263 0.0318656 0.0192515 0.0328362 0.0173087 0.0119801 -0.000167006 -0.000304279 0.0206875 0.0253951 0.0275241 0.0970741 0.0866844 0.0192192 0.00764315 0.00655309 0.0136354 0.0156735 0.00552793 -0.0026724 -0.00219933 -0.000228239 -0.000229781
az_000 0.173095 0.0237976 -0.0135795 3.21259e-05 0.00733711 0.0118583 0.0126419 0.0831278 0.191937 0.321767 0.311555 0.316163 0.23601 0.206999 0.178534 0.0736188 0.255469 0.0705133 0.0370127 0.0424592 0.148465 0.159521 0.249413 0.248583 0.258828 0.257073 0.0738212 0.0184303 0.0843977 0.0402552 0.0648132 0.064678 0.0196156 0.0092611 0.0296963 0.0346077 0.0366433 0.0713797 0.140601 0.293538 0.304795 0.046181 1 0.651843 0.306183 0.161574 0.281604 0.28245 0.0661552 0.12377 0.0485936 0.161499 0.325936 0.330953 0.320915 0.325142 0.31099 0.270814 0.231969 0.255679 0.246737 0.195508 0.263959 0.0872557 0.090308 0.0973226 0.150771 0.252343 0.257916 0.226851 0.25981 0.0195576 0.00503626 -0.0165884 -0.0318541 -0.0423177 -0.0520925 -0.0606066 -0.0636489 0.0898764 0.172573 0.263922 0.263922 0.332386 0.329544 0.105168 0.0283808 0.0472665 0.333567 nan 0.0833113 2.93345e-05 0.0647095 0.000869505 0.284894 0.193609 0.301397 0.131452 0.421055 0.104729 0.234745 0.306287 0.315239 0.296968 0.261944 0.222157 0.199333 0.146879 0.0488166 3.17969e-05 0.049872 0.263922 0.0196311 0.275652 0.227867 0.303813 0.355687 0.358191 0.289963 0.160302 0.0542563 0.00281985 0.00152597 0.0498598 0.0649186 0.133112 0.134461 0.017197 0.0416668 0.00341959 0.00503975 0.137899 0.179933 0.0773738 0.00398192 0.219184 0.00617237 0.0604576 -1.07964e-06 0.0108023 0.000192118 0.00111059 0.264806 0.118787 0.119186 0.0586425 0.129269 0.179022 0.177427 0.116905 0.134442 0.118033 0.0786163 0.00505612 0.00316354 0.102707 0.243789 0.240457 0.367655 0.27452 0.301461 0.269658 0.250566 0.270063 0.263992 0.192795 0.0866832 0.0434003 0.00358783 0.00114412
az_001 0.221712 0.0179465 -0.0187479 -0.000127902 0.0123625 0.0198802 0.0242524 0.149172 0.260855 0.371865 0.359316 0.395839 0.357856 0.327339 0.254467 0.108442 0.340768 0.130023 0.0515589 0.02988 0.172336 0.182761 0.337513 0.330901 0.352367 0.345126 0.0776715 0.0218158 0.153551 0.0576868 0.0991727 0.0913864 0.0241804 0.0127171 0.0286237 0.0423272 0.054126 0.125144 0.267987 0.378211 0.347931 0.0433339 0.651843 1 0.774565 0.257118 0.378926 0.374025 0.0649442 0.110561 0.0299038 0.0732102 0.435482 0.421807 0.415339 0.431211 0.427292 0.389616 0.342321 0.357553 0.331062 0.226706 0.353149 0.102647 0.112581 0.0968687 0.20229 0.338896 0.346176 0.313177 0.345716 0.0263927 0.00780941 -0.0209008 -0.0429121 -0.0570991 -0.0712707 -0.0825252 -0.0870111 0.137796 0.220645 0.352962 0.352962 0.443098 0.441991 0.161202 0.0368072 0.0682516 0.443896 nan 0.104905 -0.000130777 0.0711406 0.00216144 0.382683 0.180036 0.388076 0.140303 0.417602 0.169388 0.304064 0.358052 0.383647 0.406935 0.380488 0.305644 0.233873 0.143502 0.0475204 -0.000129632 0.0640403 0.352962 0.0208009 0.393548 0.315162 0.415523 0.413191 0.453524 0.405171 0.200309 0.0574684 0.00235613 0.000930321 0.0586687 0.103693 0.155137 0.148058 0.0219114 0.0711094 0.00547849 0.000412104 0.166427 0.211258 0.098205 0.00367313 0.112698 0.0140427 0.0670303 -0.000112041 0.00781911 -0.00116051 -9.72416e-05 0.355559 0.188685 0.179686 0.0796272 0.152714 0.240204 0.235413 0.159541 0.188597 0.125565 0.116784 0.00586645 0.00398 0.127006 0.310986 0.331471 0.452544 0.39216 0.410247 0.369828 0.352436 0.36537 0.336842 0.231313 0.165313 0.0897467 0.00419307 0.00136817
az_002 0.145628 0.00849635 -0.0109299 -4.14961e-05 0.00607325 0.00979768 0.0152476 0.0930617 0.150209 0.208251 0.207406 0.255866 0.264528 0.269395 0.230766 0.0682212 0.235853 0.120206 0.0557294 0.0176256 0.0959785 0.100804 0.230313 0.220056 0.247838 0.251096 0.0425736 0.0162113 0.114222 0.0317886 0.102266 0.0847897 0.0197257 0.00954038 0.0157393 0.0269264 0.0305031 0.0815137 0.215826 0.268189 0.195532 0.0270313 0.306183 0.774565 1 0.342931 0.258627 0.230797 0.0338431 0.0572789 0.0107492 0.0245403 0.306054 0.273036 0.266139 0.282117 0.286536 0.268579 0.241255 0.259738 0.209662 0.147565 0.241121 0.0578891 0.0682695 0.0560393 0.135469 0.23521 0.250162 0.211057 0.249109 0.0205927 0.00784816 -0.0109017 -0.0262987 -0.0353457 -0.0446406 -0.0518158 -0.0551462 0.105147 0.145089 0.241054 0.241053 0.30047 0.300173 0.113445 0.0202872 0.0453079 0.302354 nan 0.0659042 -4.33802e-05 0.0383102 0.00111017 0.263578 0.0945578 0.278814 0.0747645 0.217342 0.104786 0.174195 0.204323 0.230676 0.271571 0.278626 0.250515 0.184974 0.0969428 0.0309063 -4.28435e-05 0.0456189 0.241054 0.0113521 0.245979 0.21915 0.294976 0.276276 0.294736 0.274593 0.14415 0.0391747 0.00143038 0.000385232 0.0404378 0.102671 0.0889486 0.0822239 0.0133241 0.0752229 0.00591813 0.00123106 0.100737 0.135498 0.0594435 0.00176208 0.0411769 0.00772847 0.0341789 -0.000105386 0.0033556 -0.000751403 -0.00031313 0.263749 0.136379 0.129923 0.0584869 0.0992044 0.167532 0.158551 0.111493 0.139988 0.0748705 0.0923358 0.0028839 0.00183723 0.0671042 0.204998 0.218912 0.305064 0.29529 0.281777 0.243442 0.228391 0.221119 0.203891 0.151885 0.113826 0.0569829 0.00178455 0.000386385
az_003 0.104874 0.00397548 -0.0218817 -0.000333192 -0.00232483 -0.00243832 0.0214158 0.0238125 0.0484683 0.0607865 0.0668255 0.175064 0.324586 0.424143 0.357077 0.0453287 0.223604 0.151328 0.0591523 0.0291624 0.0265571 0.0275739 0.202049 0.173707 0.248252 0.29748 0.00567889 0.00442524 0.0836846 0.00725996 0.200218 0.139577 0.0335955 0.0373024 0.0185747 0.0354389 0.0218944 0.111906 0.306043 0.238799 0.0814748 0.00684681 0.161574 0.257118 0.342931 1 0.36115 0.0785581 -0.00267108 0.00908517 -0.0019967 0.00804554 0.30135 0.234783 0.187101 0.220397 0.247272 0.249893 0.226018 0.306217 0.268992 0.078531 0.216513 0.0188825 0.0277038 0.0192778 0.0813138 0.223833 0.268064 0.189746 0.266384 0.0228679 0.00343361 -0.0174098 -0.0320632 -0.0404462 -0.0468048 -0.0516522 -0.0522545 0.135343 0.104856 0.216995 0.216995 0.270016 0.276197 0.11124 0.0515102 0.0697194 0.275413 nan 0.114584 -0.000333919 0.091023 -3.53132e-05 0.242615 0.0406749 0.310661 0.054643 0.0524814 0.0291314 0.0500185 0.0577489 0.0850914 0.191463 0.352647 0.461943 0.281611 0.118325 0.0242643 -0.000333464 0.0455825 0.216995 0.0298026 0.248731 0.254039 0.333938 0.272779 0.329877 0.203328 0.148418 0.0386988 0.000323651 -0.000468218 0.0898818 0.239566 0.0707926 0.0210608 0.0127201 0.237654 0.0151724 0.01094 0.132379 0.132308 0.0351781 -9.67764e-05 0.00747356 0.00192429 0.019521 -0.000665255 -0.00131044 -0.00169877 -0.00167679 0.296619 0.119506 0.110101 0.0514436 0.10286 0.137795 0.132408 0.0991917 0.129705 0.0303112 0.187767 -0.0010722 -0.0022075 0.0791314 0.154192 0.144766 0.294382 0.391079 0.282234 0.195411 0.178142 0.123739 0.0876051 0.0586861 0.0862088 0.0462711 -0.00137835 -0.00177658
az_004 0.379669 0.00652847 -0.0506421 -0.000900229 -0.00064081 -0.000481282 0.0364135 0.101598 0.249024 0.390617 0.439656 0.642446 0.717589 0.651845 0.404149 0.109212 0.62556 0.215794 0.107763 0.0709086 0.237724 0.250209 0.62846 0.60122 0.618324 0.65012 0.0382239 0.0547309 0.106296 0.0245781 0.187471 0.150602 0.0921601 0.123907 0.0265312 0.0604507 0.0917594 0.244048 0.527645 0.651556 0.448286 0.0368459 0.281604 0.378926 0.258627 0.36115 1 0.440665 -0.0186038 -0.00747494 -0.00536817 0.0349507 0.690466 0.691509 0.688351 0.736534 0.756995 0.71917 0.664827 0.673249 0.455508 0.230151 0.636973 0.0912131 0.138606 0.105059 0.268535 0.626564 0.645505 0.53964 0.606634 -0.00493266 -0.044297 -0.10018 -0.132293 -0.153958 -0.169744 -0.179996 -0.185033 0.247709 0.37942 0.635858 0.635858 0.734107 0.776902 0.315259 0.130553 0.173604 0.740677 nan 0.232535 -0.000903422 0.166353 0.0108002 0.686322 0.219716 0.614104 0.138018 0.24043 0.10388 0.293491 0.432231 0.540582 0.697198 0.741932 0.577125 0.286052 0.101272 0.0784094 -0.000900061 0.114245 0.635858 0.00353919 0.568288 0.54097 0.648637 0.616085 0.630521 0.725739 0.380864 0.113046 0.0060137 0.00396644 0.134665 0.237529 0.300409 0.188974 0.0134634 0.206516 0.0186046 0.0506433 0.350669 0.36511 0.111577 0.000230469 0.0109897 0.00818584 0.0524194 -0.0018012 0.00119311 6.31256e-05 0.00111369 0.636563 0.394436 0.384885 0.0678611 0.155071 0.400356 0.396126 0.294474 0.359731 0.111099 0.176489 0.00155845 -0.00575057 0.237472 0.508702 0.506217 0.660365 0.693896 0.706247 0.649007 0.613435 0.591314 0.51153 0.388234 0.39711 0.224207 0.00148999 -0.00478271
az_005 0.411641 0.0300357 0.0142815 -0.000623506 0.0255728 0.0445202 0.0530201 0.28788 0.38506 0.579803 0.715355 0.875499 0.712621 0.519505 0.266817 0.0857928 0.701277 0.133474 0.0646466 0.0225722 0.307159 0.31571 0.71235 0.708044 0.644185 0.642711 0.148919 0.0261645 0.0732103 0.032461 0.142086 0.177927 0.113666 0.0626629 0.193567 0.203908 0.213839 0.308032 0.489703 0.739117 0.653907 0.0533686 0.28245 0.374025 0.230797 0.0785581 0.440665 1 0.158392 0.299484 0.0188379 0.020918 0.844241 0.863414 0.83537 0.844481 0.833781 0.780713 0.683913 0.594097 0.469637 0.503288 0.711578 0.249425 0.261317 0.220226 0.260036 0.698817 0.676498 0.600762 0.608965 0.00622562 -0.0338047 -0.0987412 -0.143669 -0.17363 -0.197019 -0.215014 -0.22379 0.225978 0.411398 0.710181 0.710181 0.835963 0.800882 0.278323 0.109713 0.156008 0.839618 nan 0.281553 -0.000627747 0.194865 0.00223573 0.748678 0.274713 0.617027 0.154297 0.43856 0.302667 0.489754 0.597831 0.757916 0.883748 0.732786 0.506869 0.432145 0.313034 0.15797 -0.000623938 0.101751 0.710181 0.0753925 0.736031 0.606628 0.670973 0.731964 0.713487 0.877049 0.548349 0.193956 0.0290831 0.0296512 0.0872423 0.126861 0.386319 0.333517 0.0391711 0.0720636 0.0129815 0.0238991 0.392368 0.411927 0.199134 0.0110363 0.0649488 0.0192164 0.11878 0.000495693 0.0311492 0.0155693 0.0193776 0.632617 0.386373 0.390063 0.155415 0.28421 0.494526 0.485128 0.343451 0.362842 0.301768 0.229375 0.0149044 0.0158997 0.26299 0.594262 0.637797 0.761213 0.715224 0.837778 0.812775 0.781948 0.70574 0.686125 0.586275 0.383621 0.175566 0.00572213 0.00882603
az_006 0.0942842 0.0447339 -0.00642408 -0.000417815 0.0940319 0.0950986 0.00456431 0.0427269 0.110381 0.206097 0.295199 0.236354 0.0644202 0.0279936 0.0412365 0.0120328 0.178947 0.0117398 0.00163109 -0.000999338 0.137546 0.130419 0.180225 0.190051 0.149384 0.119105 0.119025 0.00736432 0.00642864 0.0160396 0.0439443 0.182552 0.0159141 0.00338969 0.000198518 0.000201723 0.00205568 0.00228227 0.0143883 0.214672 0.200892 0.0112699 0.0661552 0.0649442 0.0338431 -0.00267108 -0.0186038 0.158392 1 0.44898 0.518892 0.0089763 0.232521 0.167038 0.170537 0.162807 0.150624 0.117234 0.073135 0.0715779 0.108027 0.388953 0.178633 0.198556 0.215287 0.168556 0.033486 0.178796 0.13979 0.167837 0.11737 -0.00666511 -0.0209574 -0.047588 -0.067301 -0.0813142 -0.0895708 -0.0911894 -0.0917807 0.0703925 0.0942923 0.17931 0.17931 0.181687 0.139186 0.00298507 0.0541286 0.0586041 0.17018 nan 0.263403 -0.000418982 0.115706 -0.00133293 0.162018 0.103428 0.144046 0.0214191 0.256919 0.112531 0.0967377 0.136916 0.128403 0.161231 0.135049 0.216002 0.411082 0.396392 0.12483 -0.000414673 0.0521334 0.17931 0.0316425 0.24806 0.140886 0.160128 0.163954 0.0704777 0.211361 0.227798 0.08782 0.00120671 -0.000580397 0.0187231 0.0740002 0.241522 0.266013 0.028389 0.0132361 -0.000598044 -0.0155325 0.227535 0.218323 0.171173 0.0050384 0.0696401 0.00369148 0.170254 0.0102628 0.0765169 0.0417517 0.0324646 0.126623 0.0597029 0.0644218 0.121215 0.242189 0.207031 0.209078 0.0670222 0.0457811 0.293274 0.141146 0.0312159 0.0566998 0.102009 0.186278 0.199935 0.177565 0.114153 0.166777 0.173175 0.161707 0.136061 0.240665 0.216741 0.000889163 -0.0132645 0.00918571 0.0124923
az_007 0.100103 0.0627342 -0.0219489 -0.000202702 0.0171951 0.0237695 0.0172816 0.128719 0.311636 0.429318 0.414702 0.265968 0.0725587 0.0328035 0.044636 0.0162612 0.187303 0.00740962 -0.000331703 -0.000492524 0.235909 0.224706 0.182343 0.196628 0.169962 0.137797 0.180574 0.00580143 0.0220711 0.0473609 0.0835101 0.138966 -0.00147505 -0.00129617 -0.00161706 -0.00217972 -0.000766684 -0.00265275 0.0346322 0.301606 0.24041 0.0294309 0.12377 0.110561 0.0572789 0.00908517 -0.00747494 0.299484 0.44898 1 0.237241 0.0170952 0.296014 0.214832 0.22476 0.227601 0.212459 0.164407 0.102844 0.109686 0.14705 0.606359 0.190936 0.187849 0.217843 0.143979 0.0290893 0.187226 0.148025 0.171965 0.148957 0.0152257 -0.000230621 -0.0187401 -0.0342208 -0.0467697 -0.0553108 -0.0621438 -0.0665375 0.0671109 0.100025 0.191616 0.191616 0.194062 0.156124 -1.0994e-05 0.0224221 0.0336092 0.186248 nan 0.253834 -0.000203497 0.129044 -0.000584458 0.171596 0.164838 0.162968 0.0275243 0.273116 0.294365 0.255285 0.234834 0.173264 0.197295 0.160074 0.279224 0.565664 0.53369 0.166288 -0.00020047 0.04605 0.191616 0.068508 0.303932 0.162383 0.204913 0.23691 0.0860595 0.269452 0.358164 0.120396 0.00311748 -0.000297228 0.0264825 0.0706049 0.219257 0.232769 0.0719923 0.0191491 0.00131543 -0.00851265 0.217051 0.221911 0.193186 0.0338052 0.151522 0.001719 0.166814 -0.000263176 0.0343994 0.000768082 0.000470348 0.148522 0.0794613 0.0904476 0.114102 0.19489 0.207768 0.220486 0.0371333 0.0307961 0.224084 0.0954204 0.00894378 0.0140919 0.101177 0.158124 0.165731 0.236454 0.151066 0.242848 0.246928 0.263141 0.221734 0.249492 0.250007 -0.00278083 -0.0107877 0.0129794 0.0289229
az_008 0.0367902 0.0211838 -0.0154753 -0.000165338 0.0237912 0.0243768 0.000234372 0.0162255 0.0518954 0.0893159 0.0975012 0.0715935 0.0180774 0.0108802 0.0128567 0.00211379 0.0725236 0.00100087 -0.000344638 -0.000393805 0.0651741 0.0598223 0.0688221 0.0712339 0.0641748 0.0568424 0.0624942 0.000160041 -0.000888502 -0.000390301 0.0208134 0.0616301 -0.000549919 -0.00085241 -0.000994209 -0.00132387 -0.00111712 -0.00294423 -0.00497718 0.0664916 0.0787103 0.00570959 0.0485936 0.0299038 0.0107492 -0.0019967 -0.00536817 0.0188379 0.518892 0.237241 1 0.193538 0.0745277 0.0545879 0.0530612 0.0500755 0.0474838 0.036761 0.0232009 0.0339203 0.0369442 0.13347 0.0707758 0.0915189 0.0828818 0.0679386 0.00779926 0.0725926 0.0631033 0.0671931 0.0542195 0.00149986 -0.00251126 -0.00974286 -0.0171874 -0.0220232 -0.0246521 -0.0250767 -0.0256462 0.025141 0.0367974 0.0710208 0.0710208 0.0759759 0.0593028 -0.0027054 0.0160679 0.0169211 0.0703881 nan 0.108391 -0.000165745 0.0268133 -0.000292017 0.0650465 0.0649327 0.0491323 0.00939667 0.103494 0.0530099 0.0349015 0.0515567 0.0387823 0.0509616 0.0424629 0.0740359 0.137779 0.12278 0.0371723 -0.000164019 0.0263871 0.0710208 -0.00196313 0.0711119 0.0406758 0.0598142 0.0654882 0.0279847 0.0647217 0.0626345 0.0225723 0.000208088 -0.00022771 0.00653313 0.0239465 0.0795399 0.0894405 0.00486616 0.00892778 -0.0010988 -0.00576694 0.0778846 0.0791765 0.0844268 0.0019075 0.0824061 0.00076662 0.10993 -0.000204901 0.0185659 0.00262166 0.00145197 0.065684 0.0356192 0.0370422 0.0612184 0.106768 0.0845992 0.0817415 0.00364845 0.00492973 0.127197 0.0511816 0.00667051 0.0204539 0.0318594 0.0709651 0.0726452 0.0655762 0.0396163 0.0554266 0.0563594 0.0461878 0.0546754 0.0857165 0.0475411 -0.00559998 -0.0071651 0.00638197 0.0059876
az_009 0.00938669 0.00044092 0.00543054 -3.34396e-05 -0.000541103 -0.000662724 -8.16814e-05 -0.00022973 -0.000495153 -0.000885378 0.000501697 0.0272644 0.0410086 0.0480589 0.0297667 0.00109628 0.0397851 0.00409006 0.000441401 0.000109187 -0.000909921 -0.000791506 0.0295669 0.0239384 0.0303029 0.0479334 -0.00112523 -9.96609e-05 0.00176693 -0.000142614 0.00164599 -0.000297291 0.00622945 0.000280745 0.0100492 0.00823493 0.00708877 0.00335666 0.00416149 0.0590699 -0.000829208 0.00844222 0.161499 0.0732102 0.0245403 0.00804554 0.0349507 0.020918 0.0089763 0.0170952 0.193538 1 0.0363053 0.0228312 0.0180324 0.0242331 0.0296505 0.0301304 0.0284668 0.0740883 0.0205578 -0.00104761 0.029716 -0.000754286 -0.00115527 -0.000521259 0.00546185 0.0398226 0.0640186 0.0205508 0.0345269 -0.00341155 -0.00306215 -0.00347466 -0.0053959 -0.00285311 -0.00234382 -0.00356262 -0.00382504 0.00116298 0.00938809 0.0298167 0.0298167 0.032255 0.0358683 0.00505391 0.00256308 0.00331249 0.0339351 nan 0.00134153 -3.42309e-05 0.0015594 -0.000128128 0.0284832 -0.000552657 0.0360356 -0.000627822 0.00307234 -0.000387439 -0.00061564 -0.00109592 0.00327435 0.0287269 0.0454298 0.0543062 0.0251628 0.00403852 -0.000148968 -3.42607e-05 -0.000148677 0.0298167 -3.60343e-05 0.0250649 0.0274862 0.0274276 0.0506805 0.0477223 0.0218531 0.00668868 0.000926204 -9.02945e-05 -6.00111e-05 0.00868568 0.00106736 0.00287936 -0.000936279 -0.000169242 0.00245278 -0.000276409 -0.000866968 0.00350109 0.0032161 0.000210631 -9.93489e-05 -0.000266617 -7.4992e-05 -0.000277899 -6.81872e-05 -0.000238623 -0.000246976 -0.000265543 0.0811252 0.00224046 0.0047106 -0.000557939 -0.00179513 0.00269519 0.00215749 0.00686313 0.0110914 -0.000563185 0.00202138 -0.000243283 -0.000360263 0.00088243 0.0460154 0.0387052 0.0328778 0.0556264 0.0405479 0.0274274 0.025631 0.010329 -0.000362681 -0.00137559 0.00032275 0.000138691 -0.000255583 -0.000262901
ba_000 0.385394 0.0330234 -0.023213 -0.000736711 0.0224246 0.0321023 0.0446152 0.182149 0.303278 0.457823 0.578466 0.826255 0.843554 0.741124 0.47255 0.111094 0.726981 0.253972 0.110372 0.0573977 0.232602 0.242887 0.72528 0.694573 0.696259 0.74598 0.125304 0.0238102 0.11865 0.0295545 0.239481 0.233573 0.196897 0.165297 0.206458 0.225899 0.203013 0.359373 0.613131 0.752973 0.558127 0.0737542 0.325936 0.435482 0.306054 0.30135 0.690466 0.844241 0.232521 0.296014 0.0745277 0.0363053 1 0.789158 0.736497 0.781583 0.816148 0.797923 0.719597 0.645143 0.43131 0.417387 0.730166 0.203942 0.230189 0.18471 0.307964 0.726155 0.743731 0.595066 0.698219 0.0134163 -0.0310392 -0.10092 -0.145212 -0.17625 -0.199372 -0.216258 -0.222108 0.275307 0.385438 0.730177 0.730177 0.867719 0.821729 0.341959 0.135352 0.182575 0.877506 nan 0.320825 -0.000742111 0.242247 0.00658191 0.7655 0.323907 0.760696 0.157329 0.378318 0.227351 0.358606 0.447485 0.610023 0.873075 0.88643 0.752783 0.563157 0.340287 0.148236 -0.000738631 0.13046 0.730177 0.0534089 0.769732 0.663098 0.819776 0.83549 0.729065 0.857197 0.577875 0.193151 0.0246307 0.0136339 0.162743 0.25437 0.337533 0.250925 0.0368563 0.222369 0.0187762 0.0193933 0.386926 0.513109 0.204362 0.0111 0.0790738 0.017608 0.144022 0.000670416 0.0302449 0.0293205 0.0342618 0.728959 0.410757 0.403014 0.127965 0.247236 0.528016 0.516842 0.399071 0.435736 0.243739 0.279346 0.0116673 0.0159291 0.273314 0.623367 0.667843 0.881703 0.907314 0.870763 0.799948 0.751752 0.615446 0.557762 0.413829 0.375122 0.190448 0.00302803 0.00439039
ba_001 0.457391 0.0271354 -0.00591732 -0.000897763 0.037815 0.0609574 0.059915 0.285916 0.438724 0.685185 0.811871 0.906296 0.673612 0.506678 0.302588 0.100967 0.737853 0.135685 0.0669939 0.0394882 0.395507 0.407231 0.753708 0.753252 0.708504 0.68184 0.152378 0.04906 0.0820867 0.0328698 0.158263 0.213459 0.0673874 0.0427974 0.0641832 0.093293 0.133993 0.231019 0.436094 0.801558 0.73777 0.0310143 0.330953 0.421807 0.273036 0.234783 0.691509 0.863414 0.167038 0.214832 0.0545879 0.0228312 0.789158 1 0.934699 0.904597 0.853438 0.752148 0.635367 0.634109 0.536332 0.4737 0.763184 0.25692 0.280177 0.245916 0.248429 0.736105 0.722983 0.657547 0.670031 -0.000511612 -0.0477647 -0.116082 -0.163115 -0.192555 -0.214892 -0.230298 -0.239098 0.255277 0.456706 0.761247 0.761247 0.877823 0.841087 0.231809 0.131514 0.180751 0.876073 nan 0.351759 -0.000900697 0.217287 0.00736063 0.793042 0.338884 0.652054 0.169266 0.475615 0.290207 0.569735 0.748997 0.870527 0.863114 0.712236 0.509121 0.378384 0.245243 0.120726 -0.000895574 0.11279 0.761247 0.055281 0.72128 0.619748 0.714773 0.765855 0.768409 0.891604 0.532885 0.193166 0.0212947 0.0239897 0.0902701 0.187493 0.486135 0.409652 0.0339482 0.0990126 0.0160156 0.0555757 0.500395 0.421813 0.208552 0.00930832 0.0528259 0.0255639 0.120472 0.00118731 0.0327391 0.00773601 0.00931501 0.667931 0.365283 0.377088 0.165864 0.337071 0.484412 0.482082 0.304021 0.319185 0.339522 0.247375 0.0228373 0.0181842 0.273734 0.621721 0.629446 0.801444 0.697381 0.83356 0.791371 0.756088 0.760897 0.750664 0.661793 0.345847 0.155861 0.0138623 0.00853573
ba_002 0.469471 0.0237404 -0.0129141 -0.000793953 0.0286707 0.0435491 0.0461241 0.237192 0.40904 0.675455 0.817788 0.899893 0.639843 0.459402 0.264699 0.107188 0.737351 0.1203 0.0597806 0.032626 0.425349 0.43462 0.756633 0.763445 0.699291 0.649604 0.141468 0.0775329 0.0887349 0.0406536 0.1491 0.190573 0.0758995 0.0486308 0.105414 0.126394 0.139586 0.214764 0.400127 0.77909 0.735664 0.0212408 0.320915 0.415339 0.266139 0.187101 0.688351 0.83537 0.170537 0.22476 0.0530612 0.0180324 0.736497 0.934699 1 0.965492 0.891255 0.762921 0.61979 0.595099 0.532105 0.49594 0.76289 0.24003 0.265999 0.234594 0.245577 0.736824 0.699029 0.671977 0.640714 0.00128688 -0.0422375 -0.109168 -0.155314 -0.18621 -0.210767 -0.227984 -0.238285 0.23995 0.468919 0.760708 0.760708 0.853673 0.847332 0.222888 0.114126 0.166476 0.848558 nan 0.312855 -0.000795988 0.205236 0.00567526 0.798405 0.250085 0.629636 0.158063 0.498345 0.253574 0.52881 0.751631 0.870807 0.846092 0.672632 0.471636 0.384462 0.283821 0.132469 -0.000791506 0.103372 0.760708 0.0707121 0.709071 0.60688 0.664878 0.693409 0.712023 0.900244 0.522125 0.185439 0.0220489 0.0324009 0.0741281 0.170906 0.483886 0.433784 0.0368249 0.093428 0.0152606 0.051155 0.489736 0.391784 0.190787 0.00595351 0.0441548 0.0126384 0.10408 0.00162662 0.0234867 0.00472933 0.00513252 0.644091 0.344416 0.352867 0.158737 0.308747 0.460718 0.458354 0.292842 0.30384 0.321968 0.224775 0.0143398 0.0114899 0.270361 0.621612 0.6249 0.723995 0.64187 0.792372 0.762982 0.735263 0.755682 0.778461 0.767514 0.333996 0.138535 0.00734198 0.00514084
ba_003 0.480553 0.0230521 -0.00785982 -0.000869735 0.0195235 0.0288755 0.0506185 0.248515 0.418636 0.65163 0.762723 0.893823 0.723528 0.541572 0.286013 0.0969086 0.752228 0.143954 0.0701722 0.0350097 0.387877 0.397984 0.769348 0.769328 0.704543 0.682619 0.122356 0.0665049 0.086099 0.0377605 0.16578 0.185965 0.0927656 0.0689194 0.132726 0.156697 0.174196 0.271697 0.486567 0.790886 0.692286 0.0235914 0.325142 0.431211 0.282117 0.220397 0.736534 0.844481 0.162807 0.227601 0.0500755 0.0242331 0.781583 0.904597 0.965492 1 0.967454 0.857466 0.71347 0.658595 0.545822 0.505713 0.772437 0.220544 0.249451 0.206267 0.261576 0.750969 0.715221 0.669699 0.652483 -0.00447123 -0.0483867 -0.115546 -0.159789 -0.189663 -0.212767 -0.228859 -0.238511 0.249543 0.480194 0.770519 0.770519 0.87926 0.898124 0.275332 0.124788 0.176155 0.878949 nan 0.295873 -0.000871813 0.18852 0.00511088 0.82281 0.231476 0.642735 0.1616 0.463865 0.261075 0.512733 0.690666 0.824479 0.891944 0.746438 0.515096 0.399305 0.281663 0.146277 -0.000868014 0.10361 0.770519 0.0611619 0.73437 0.63041 0.682864 0.695285 0.742701 0.932621 0.523871 0.17157 0.018117 0.029304 0.0821065 0.179878 0.442425 0.369588 0.0357614 0.115831 0.0147761 0.0419666 0.456241 0.397334 0.180653 0.00627414 0.0456393 0.0104685 0.0987605 -0.000403437 0.0215651 0.00168001 0.00129553 0.6734 0.402447 0.40732 0.150119 0.276456 0.48053 0.474988 0.329076 0.355051 0.276888 0.22028 0.00829308 0.00751357 0.27607 0.623828 0.638413 0.732488 0.695681 0.848035 0.82323 0.796597 0.787309 0.773371 0.697301 0.417497 0.191167 0.0021423 0.0037643
ba_004 0.471375 0.0213466 -0.00585792 -0.000914022 0.014699 0.0211244 0.0495256 0.239088 0.387675 0.570903 0.656212 0.86152 0.807879 0.626082 0.304893 0.097104 0.7497 0.162613 0.0808714 0.036537 0.324888 0.334151 0.762876 0.753279 0.692145 0.702475 0.0981542 0.0428107 0.090326 0.0379001 0.176456 0.176795 0.101709 0.112909 0.175573 0.196699 0.218276 0.340786 0.5817 0.774902 0.604582 0.0267624 0.31099 0.427292 0.286536 0.247272 0.756995 0.833781 0.150624 0.212459 0.0474838 0.0296505 0.816148 0.853438 0.891255 0.967454 1 0.942683 0.801528 0.691271 0.521391 0.475463 0.761341 0.191116 0.221564 0.173185 0.277976 0.748228 0.719569 0.652645 0.645224 -0.0101084 -0.0533231 -0.119661 -0.161567 -0.189953 -0.211062 -0.226029 -0.234399 0.252847 0.471185 0.759717 0.759717 0.882881 0.923344 0.324296 0.13282 0.182922 0.887556 nan 0.271535 -0.000916385 0.174058 0.00346436 0.827795 0.205842 0.633149 0.159063 0.406518 0.24614 0.449448 0.576478 0.728276 0.919273 0.821084 0.555299 0.401981 0.26825 0.163466 -0.000913122 0.103744 0.759717 0.050874 0.745455 0.641855 0.675835 0.676976 0.749796 0.937331 0.526221 0.160935 0.0154223 0.0233407 0.0879775 0.175948 0.388752 0.297179 0.0343937 0.12704 0.0139866 0.0348145 0.409379 0.391662 0.164483 0.00575336 0.0407592 0.00917651 0.0854405 -0.00104791 0.0179176 0.00232011 0.00171188 0.690309 0.452311 0.450641 0.131387 0.234428 0.491418 0.48215 0.358872 0.397165 0.225901 0.215273 0.00550184 0.00470922 0.270772 0.617741 0.646618 0.715318 0.742971 0.890283 0.872002 0.844096 0.786992 0.73266 0.586842 0.49727 0.246834 0.000134036 0.00255226
ba_005 0.436587 0.0164501 -0.00753253 -0.000859387 0.007626 0.0118818 0.0391829 0.18976 0.292754 0.415244 0.480079 0.76711 0.871016 0.688759 0.292047 0.089626 0.705247 0.165947 0.0934895 0.0393891 0.226339 0.23303 0.712932 0.693233 0.637099 0.677471 0.0685988 0.0265993 0.0838826 0.0335092 0.14932 0.140165 0.0704275 0.0934918 0.168149 0.18559 0.238653 0.408217 0.684422 0.702593 0.466489 0.0362264 0.270814 0.389616 0.268579 0.249893 0.71917 0.780713 0.117234 0.164407 0.036761 0.0301304 0.797923 0.752148 0.762921 0.857466 0.942683 1 0.897638 0.67337 0.432404 0.363909 0.704659 0.150888 0.183087 0.132611 0.300305 0.704006 0.686383 0.602947 0.591352 -0.0123494 -0.0531104 -0.116011 -0.153603 -0.179741 -0.198677 -0.21196 -0.219188 0.244011 0.43656 0.70379 0.70379 0.830712 0.904043 0.389881 0.132819 0.179068 0.840234 nan 0.217391 -0.000862868 0.141439 0.00171052 0.790967 0.151389 0.573807 0.150606 0.298893 0.195816 0.332004 0.410766 0.583094 0.894907 0.852024 0.552585 0.36216 0.230909 0.20054 -0.000859545 0.100584 0.70379 0.0378845 0.709943 0.610318 0.604053 0.605509 0.712583 0.889413 0.494035 0.145182 0.016842 0.0196666 0.0902831 0.141759 0.30392 0.210435 0.0300755 0.111171 0.0124298 0.0323282 0.324783 0.355595 0.138236 0.00436515 0.0307347 0.00693101 0.0625054 -0.00136326 0.0119557 0.00189161 0.00149297 0.668101 0.501035 0.490688 0.0985059 0.180188 0.488768 0.477915 0.359098 0.42956 0.161102 0.175885 0.00267943 0.00155445 0.258255 0.575895 0.623527 0.632684 0.727251 0.881851 0.877188 0.854596 0.750203 0.655864 0.451135 0.575907 0.300277 -0.0016035 0.000610081
ba_006 0.390591 0.0106739 -0.00383358 -0.000736053 0.00122579 0.00303575 0.0277872 0.125538 0.193484 0.270191 0.317799 0.647072 0.867813 0.692021 0.259485 0.0791965 0.641383 0.153834 0.101956 0.0453384 0.142483 0.14792 0.642042 0.616296 0.562967 0.624239 0.0408741 0.0166559 0.0696414 0.0232077 0.102223 0.0865203 0.0299289 0.0274066 0.0924103 0.110691 0.220833 0.401116 0.718985 0.620667 0.343163 0.0427883 0.231969 0.342321 0.241255 0.226018 0.664827 0.683913 0.073135 0.102844 0.0232009 0.0284668 0.719597 0.635367 0.61979 0.71347 0.801528 0.897638 1 0.740209 0.35479 0.234195 0.628565 0.120582 0.154521 0.0987423 0.323911 0.640096 0.628904 0.535076 0.520945 -0.012837 -0.0466854 -0.102421 -0.137759 -0.16032 -0.178219 -0.190562 -0.197843 0.218789 0.390645 0.628455 0.628455 0.740793 0.855285 0.486794 0.118619 0.163451 0.753422 nan 0.149998 -0.000740559 0.0939034 0.000571001 0.719459 0.0997466 0.496438 0.141977 0.190489 0.135148 0.218712 0.2675 0.448065 0.822764 0.823876 0.498352 0.286771 0.168419 0.204444 -0.000737034 0.0949552 0.628455 0.0242372 0.632106 0.54194 0.502311 0.51649 0.644892 0.803451 0.415955 0.116027 0.0134217 0.0139273 0.0837794 0.0974896 0.21869 0.134157 0.0193001 0.0803116 0.0129561 0.0278629 0.234138 0.316209 0.113254 0.00203662 0.0180514 0.00351132 0.0392147 -0.00138795 0.00648953 0.00294419 0.00292936 0.623622 0.568806 0.551288 0.0685662 0.139448 0.492613 0.480683 0.347108 0.47224 0.0963267 0.121669 0.000405603 -0.00115221 0.264111 0.506816 0.565296 0.527726 0.648659 0.811798 0.816275 0.799211 0.685177 0.572796 0.344952 0.652627 0.369542 -0.00256186 0.000426046
ba_007 0.356242 0.0112284 -0.00537012 -0.000905825 0.00314169 0.00558026 0.0443041 0.160917 0.2521 0.350183 0.392383 0.618068 0.718489 0.621785 0.332859 0.0840676 0.610077 0.163597 0.104157 0.0466086 0.187665 0.195126 0.593906 0.568543 0.552521 0.61068 0.0568009 0.0184947 0.0824707 0.0244417 0.112712 0.0967627 0.00276094 -0.000183764 0.0101964 0.0203226 0.094478 0.218918 0.566654 0.650847 0.390511 0.0879731 0.255679 0.357553 0.259738 0.306217 0.673249 0.594097 0.0715779 0.109686 0.0339203 0.0740883 0.645143 0.634109 0.595099 0.658595 0.691271 0.67337 0.740209 1 0.533955 0.277365 0.594437 0.146235 0.191063 0.118152 0.285059 0.607872 0.615656 0.504982 0.530016 -0.00408991 -0.0391522 -0.0944608 -0.13137 -0.1505 -0.166129 -0.179004 -0.183722 0.251555 0.356102 0.592929 0.592929 0.690288 0.795348 0.395047 0.139541 0.179803 0.69876 nan 0.190081 -0.000914515 0.106468 0.0013695 0.650872 0.134394 0.519509 0.139917 0.213214 0.166405 0.284853 0.347412 0.476231 0.706956 0.737676 0.515855 0.291508 0.148694 0.0814106 -0.000909207 0.12893 0.592929 0.0240621 0.598317 0.519256 0.522821 0.544812 0.620905 0.719925 0.38425 0.118998 0.0122334 0.011816 0.126742 0.0987387 0.271345 0.175131 0.0154415 0.0654487 0.018156 0.0239453 0.286701 0.327871 0.136465 0.00283032 0.0226254 0.0041183 0.052473 -0.00136196 0.0100107 -0.00350801 -0.00407996 0.62837 0.541079 0.51967 0.0976282 0.187458 0.481375 0.471123 0.318243 0.42586 0.133599 0.119021 0.00456911 0.00194617 0.299542 0.466334 0.494484 0.561747 0.609857 0.719598 0.689297 0.665451 0.611354 0.532086 0.367786 0.522962 0.328581 -0.0013166 0.00815278
ba_008 0.27008 0.014162 -0.0252682 -0.000233343 0.0176094 0.0238115 0.0529325 0.303211 0.361467 0.487946 0.536063 0.541835 0.345377 0.282917 0.20442 0.0583987 0.425958 0.0901861 0.0631647 0.00427792 0.248853 0.255705 0.423278 0.420748 0.419866 0.404311 0.0943184 0.015464 0.0531257 0.0276598 0.0626237 0.101961 -0.00144366 -0.00147094 -0.000943739 0.000479816 0.010024 0.0483456 0.247621 0.503826 0.463409 0.112575 0.246737 0.331062 0.209662 0.268992 0.455508 0.469637 0.108027 0.14705 0.0369442 0.0205578 0.43131 0.536332 0.532105 0.545822 0.521391 0.432404 0.35479 0.533955 1 0.470066 0.436194 0.159537 0.193876 0.142902 0.143306 0.425035 0.422484 0.395091 0.393401 0.0267079 0.00629366 -0.0325028 -0.0604086 -0.0830446 -0.0989562 -0.111111 -0.116343 0.140455 0.269814 0.433252 0.433252 0.519628 0.510166 0.157515 0.0450047 0.0724505 0.518165 nan 0.157916 -0.000241376 0.111121 0.00375613 0.444837 0.163863 0.401903 0.0985528 0.282681 0.275638 0.43179 0.484299 0.525796 0.477567 0.408803 0.344929 0.259799 0.158186 0.052981 -0.000237557 0.0888178 0.433252 0.0292779 0.42496 0.378553 0.482937 0.453522 0.514862 0.514554 0.221571 0.0833545 0.00679018 0.0112206 0.114687 0.0860656 0.243495 0.230903 0.0199409 0.0523915 0.00500785 -0.00056748 0.24928 0.269921 0.122959 0.00634655 0.0347387 0.00956431 0.100193 0.000296931 0.0207652 0.000253914 -0.000254304 0.412583 0.24308 0.223627 0.123893 0.224204 0.313228 0.309832 0.155011 0.182695 0.203222 0.202188 0.0107215 0.0110903 0.203252 0.323453 0.309737 0.501504 0.407715 0.475213 0.432337 0.41314 0.44267 0.459284 0.42193 0.199473 0.127365 0.00504966 0.00391689
ba_009 0.221605 0.0489451 -0.0179645 -0.000251459 0.0338476 0.0424885 0.0661461 0.39542 0.461144 0.629633 0.6878 0.52449 0.174961 0.101523 0.125411 0.0445979 0.330321 0.0143372 0.0035994 -0.000538341 0.307913 0.300062 0.335732 0.352738 0.317097 0.255125 0.138447 0.0174892 0.0296476 0.0507303 0.109823 0.159852 -0.00235262 -0.00202274 -0.00249233 -0.003046 0.00259205 0.00712487 0.0767787 0.506629 0.491732 0.0204804 0.195508 0.226706 0.147565 0.078531 0.230151 0.503288 0.388953 0.606359 0.13347 -0.00104761 0.417387 0.4737 0.49594 0.505713 0.475463 0.363909 0.234195 0.277365 0.470066 1 0.34576 0.212394 0.251791 0.198427 0.0649605 0.330733 0.286827 0.329762 0.269114 0.0190529 -0.0019785 -0.0326138 -0.0564 -0.0755143 -0.090103 -0.101416 -0.108267 0.0966999 0.221483 0.342242 0.342242 0.426992 0.348087 0.0293844 0.0279313 0.0492121 0.4177 nan 0.251399 -0.00025082 0.176365 0.00329076 0.33647 0.167358 0.290653 0.059857 0.341392 0.415312 0.504747 0.495663 0.478876 0.402711 0.280368 0.35208 0.582046 0.51579 0.165996 -0.000246611 0.0828503 0.342242 0.0996226 0.449921 0.317071 0.389604 0.396016 0.329966 0.499262 0.37216 0.137427 0.00586072 0.00378802 0.0341053 0.132516 0.302797 0.312208 0.0594147 0.0826823 0.00860084 -0.00795192 0.304301 0.22531 0.164755 0.00667574 0.0723146 0.00581246 0.109966 0.000143229 0.0611597 0.00135827 0.000404316 0.258862 0.119647 0.133501 0.191046 0.313775 0.255698 0.255539 0.0732045 0.0731393 0.310791 0.204082 0.0105373 0.0142983 0.142402 0.25824 0.250604 0.443128 0.290863 0.415297 0.400608 0.403226 0.403453 0.465214 0.519809 0.0546164 0.000957205 0.00678294 0.00879318
bb_000 0.505448 0.0465458 -0.0226832 -0.000934415 0.04033 0.0571964 0.0224233 0.0996056 0.262869 0.45886 0.582578 0.768173 0.665699 0.518059 0.290578 0.087638 0.983413 0.214378 0.09972 0.0523824 0.497189 0.507332 0.985346 0.973816 0.936038 0.907427 0.17131 0.0617102 0.124622 0.0460275 0.181996 0.229113 0.109849 0.090477 0.133397 0.152802 0.157259 0.242206 0.438163 0.653573 0.589601 0.0262612 0.263959 0.353149 0.241121 0.216513 0.636973 0.711578 0.178633 0.190936 0.0707758 0.029716 0.730166 0.763184 0.76289 0.772437 0.761341 0.704659 0.628565 0.594437 0.436194 0.34576 1 0.281014 0.306571 0.276824 0.290384 0.980861 0.947903 0.872412 0.87491 0.0162534 -0.0398266 -0.124827 -0.182323 -0.221121 -0.250705 -0.272991 -0.285295 0.319745 0.505623 0.996312 0.996312 0.831734 0.804149 0.307323 0.152388 0.214996 0.826671 nan 0.40057 -0.000938149 0.244663 0.0110817 0.934401 0.383528 0.804926 0.153968 0.4454 0.133275 0.320288 0.50421 0.651092 0.76583 0.692426 0.49034 0.379162 0.295796 0.146156 -0.00093166 0.147428 0.996312 0.0640269 0.633807 0.570399 0.618365 0.663509 0.63573 0.77167 0.4772 0.168392 0.0222887 0.0200501 0.0943647 0.177183 0.47543 0.405688 0.0476731 0.104826 0.0167314 0.0153723 0.488271 0.52882 0.262631 0.025534 0.0631267 0.0177984 0.17261 0.00166245 0.0357355 0.016405 0.0203515 0.90059 0.448271 0.448732 0.19181 0.360464 0.585079 0.579725 0.353105 0.384904 0.381104 0.288116 0.0160246 0.0222459 0.330515 0.60701 0.624149 0.677507 0.637987 0.731464 0.69931 0.656157 0.644965 0.62652 0.517019 0.363154 0.175184 0.0107916 0.0152182
bc_000 0.165562 0.0347561 -0.0200281 -0.000487802 0.0885152 0.151283 0.00214618 0.0290817 0.0986985 0.211026 0.281402 0.264882 0.11339 0.0565409 0.0371727 0.0102333 0.294395 0.00530038 0.00117754 -2.50709e-05 0.195486 0.184145 0.286566 0.299875 0.232274 0.189695 0.181886 0.0037607 0.00910988 0.0085466 0.101228 0.203719 0.000441251 0.000164413 0.0664969 0.0558022 0.0449021 0.0249848 0.0445058 0.194031 0.254101 0.014528 0.0872557 0.102647 0.0578891 0.0188825 0.0912131 0.249425 0.198556 0.187849 0.0915189 -0.000754286 0.203942 0.25692 0.24003 0.220544 0.191116 0.150888 0.120582 0.146235 0.159537 0.212394 0.281014 1 0.577087 0.599222 0.0970081 0.294555 0.228659 0.27623 0.169961 -0.0106158 -0.0301735 -0.0613048 -0.085038 -0.100857 -0.113285 -0.117671 -0.119004 0.0913609 0.165581 0.28203 0.28203 0.249772 0.224479 0.0656882 0.0672279 0.0806188 0.238968 nan 0.331497 -0.000488712 0.177168 0.00944522 0.276592 0.111399 0.183041 0.0346869 0.268095 0.0631223 0.140838 0.235609 0.263336 0.201957 0.129648 0.115868 0.198734 0.20569 0.0708346 -0.000485263 0.117788 0.28203 0.0381067 0.20598 0.148703 0.162654 0.151992 0.198248 0.230096 0.158998 0.116773 0.0282112 0.000145913 0.0177015 0.0612057 0.283763 0.369699 0.0259273 0.0210529 -0.000713816 -0.0145091 0.278582 0.335797 0.361253 0.056139 0.121923 0.00129126 0.153256 0.00160826 0.0499417 0.00697299 0.00663913 0.207351 0.217576 0.223602 0.184965 0.380529 0.399033 0.370684 0.180089 0.144246 0.47661 0.292896 0.0431042 0.0454107 0.221441 0.21053 0.221345 0.169872 0.125209 0.190469 0.208381 0.21048 0.226289 0.28433 0.216893 0.0586532 0.0174352 0.0364873 0.0184509
bd_000 0.185233 0.0377364 -0.0152001 -0.000453314 0.102665 0.153034 0.00358946 0.0333976 0.107213 0.223545 0.300679 0.288143 0.145079 0.0882432 0.0533716 0.0123918 0.327702 0.0166585 0.00866535 0.0134941 0.200559 0.188479 0.314839 0.326084 0.249873 0.219625 0.170595 0.00203941 0.0146923 0.00828932 0.100773 0.227455 0.00435614 0.0169364 0.0298807 0.0258495 0.021491 0.0169298 0.0801139 0.238099 0.253872 0.0112881 0.090308 0.112581 0.0682695 0.0277038 0.138606 0.261317 0.215287 0.217843 0.0828818 -0.00115527 0.230189 0.280177 0.265999 0.249451 0.221564 0.183087 0.154521 0.191063 0.193876 0.251791 0.306571 0.577087 1 0.334351 0.118781 0.327795 0.259506 0.292352 0.186548 -0.0182151 -0.0400547 -0.074296 -0.0992586 -0.115865 -0.12741 -0.133183 -0.133804 0.106029 0.18525 0.307511 0.307511 0.279769 0.261723 0.100455 0.0859883 0.0991855 0.269438 nan 0.353952 -0.000454683 0.177441 0.00682014 0.308001 0.104912 0.202827 0.0411547 0.257458 0.0687301 0.149466 0.249816 0.268182 0.224429 0.167336 0.159503 0.238237 0.243291 0.0953599 -0.000450052 0.156707 0.307511 0.0365306 0.232306 0.16987 0.164638 0.163397 0.198329 0.276015 0.189993 0.0969044 0.015279 7.36135e-05 0.0262345 0.0718009 0.310827 0.394494 0.0283951 0.0240676 7.18715e-05 -0.0123309 0.301969 0.337072 0.261899 0.0568977 0.0627586 0.00148383 0.163437 -0.000542505 0.0445644 0.000407583 0.00149895 0.240096 0.245877 0.271379 0.222393 0.402577 0.42897 0.423494 0.195352 0.166771 0.498953 0.292743 0.0363965 0.0428412 0.254357 0.234622 0.245529 0.181706 0.145657 0.211704 0.227969 0.232106 0.245521 0.328868 0.268797 0.0741437 0.0281352 0.032531 0.0213801
be_000 0.163097 0.0416374 -0.0207533 -0.000520023 0.086825 0.121563 0.00337223 0.0253706 0.0722731 0.193143 0.273176 0.243905 0.0976787 0.053339 0.0441166 0.0109622 0.284233 0.0108186 0.00348018 0.00471489 0.238755 0.227683 0.273902 0.288261 0.242505 0.188189 0.190495 0.007857 0.00961615 0.00958343 0.094133 0.216444 0.00279347 0.00208533 0.0278083 0.024409 0.0199398 0.0120611 0.0373434 0.199014 0.223715 0.00907074 0.0973226 0.0968687 0.0560393 0.0192778 0.105059 0.220226 0.168556 0.143979 0.0679386 -0.000521259 0.18471 0.245916 0.234594 0.206267 0.173185 0.132611 0.0987423 0.118152 0.142902 0.198427 0.276824 0.599222 0.334351 1 0.123836 0.284681 0.226205 0.284292 0.180473 -0.00832086 -0.0277414 -0.0591364 -0.082386 -0.0976292 -0.111289 -0.118422 -0.119909 0.0918907 0.163118 0.277872 0.277872 0.246497 0.20493 0.0524602 0.0713591 0.0798274 0.232293 nan 0.380306 -0.000520935 0.247065 0.0022959 0.269241 0.095603 0.200072 0.0302477 0.262613 0.0443594 0.128446 0.241377 0.246314 0.174122 0.116286 0.118605 0.194548 0.193432 0.079303 -0.000516442 0.0986916 0.277872 0.091504 0.190338 0.146293 0.151473 0.155202 0.159118 0.218529 0.14964 0.0755911 0.00943113 0.00124429 0.0258867 0.0832788 0.34328 0.451419 0.0244202 0.0246818 0.00128068 -0.0154765 0.326706 0.37938 0.313938 0.00449853 0.0598331 0.00310274 0.0905252 0.00216493 0.0478174 0.0036796 0.00546507 0.212672 0.133394 0.166222 0.215845 0.394775 0.332906 0.340213 0.109829 0.0985179 0.540894 0.23366 0.032035 0.024292 0.185479 0.228758 0.220079 0.168846 0.111695 0.158679 0.176361 0.169244 0.169751 0.266862 0.256046 0.0263535 0.00169057 0.0268896 0.0180506
bf_000 0.155251 0.00232756 -0.0388195 -0.000176237 0.00403781 0.00503367 0.00360837 0.0254135 0.0670762 0.110345 0.135036 0.24707 0.326391 0.277975 0.173994 0.0878129 0.316781 0.125332 0.0557701 0.023778 0.0951852 0.0912867 0.293858 0.277948 0.265124 0.297066 0.0615456 0.00316363 0.0664973 0.0145219 0.117214 0.0980957 0.017157 0.00905976 0.020779 0.0237966 0.0133629 0.0400234 0.237456 0.261014 0.187558 0.014323 0.150771 0.20229 0.135469 0.0813138 0.268535 0.260036 0.033486 0.0290893 0.00779926 0.00546185 0.307964 0.248429 0.245577 0.261576 0.277976 0.300305 0.323911 0.285059 0.143306 0.0649605 0.290384 0.0970081 0.118781 0.123836 1 0.31708 0.319018 0.232317 0.259816 0.00795312 -0.00269826 -0.0286474 -0.0481178 -0.0606441 -0.0714008 -0.0809189 -0.0829952 0.108469 0.155311 0.291251 0.291251 0.307971 0.329697 0.385709 0.0522833 0.074145 0.31153 nan 0.122181 -0.000176334 0.0808772 0.000819935 0.304967 0.0747111 0.286972 0.0865411 0.143087 0.0524577 0.0909709 0.13003 0.189542 0.305463 0.313261 0.206787 0.131342 0.0801224 0.0335904 -0.00017621 0.101772 0.291251 0.0134643 0.255478 0.221361 0.256867 0.238361 0.29677 0.280375 0.139093 0.0359561 0.000124136 7.35985e-05 0.0384538 0.0842947 0.0862318 0.0666514 0.0172409 0.0688123 0.0076343 -0.00267691 0.101802 0.38966 0.0979322 -0.000264996 0.00741491 0.00342791 0.0489339 -0.000555595 0.000602998 -0.00220294 -0.00142257 0.335817 0.358188 0.344525 0.109628 0.192799 0.419636 0.413364 0.27438 0.372926 0.168541 0.118911 0.00554738 -0.00127319 0.197657 0.220259 0.245722 0.254509 0.284254 0.28668 0.28368 0.270578 0.216037 0.192559 0.145599 0.20643 0.11955 0.00547842 -0.00152226
bg_000 0.501948 0.0449408 -0.0304157 -0.00104604 0.0392893 0.0568816 0.0221821 0.0845032 0.22315 0.40425 0.537319 0.751067 0.682643 0.534691 0.297303 0.0880026 0.997806 0.209025 0.0903168 0.0525525 0.432262 0.433917 0.98839 0.970241 0.891244 0.895991 0.171211 0.0532964 0.134575 0.048069 0.198504 0.23946 0.107615 0.0914275 0.151354 0.170087 0.165257 0.241251 0.455329 0.637991 0.562331 0.0293283 0.252343 0.338896 0.23521 0.223833 0.626564 0.698817 0.178796 0.187226 0.0725926 0.0398226 0.726155 0.736105 0.736824 0.750969 0.748228 0.704006 0.640096 0.607872 0.425035 0.330733 0.980861 0.294555 0.327795 0.284681 0.31708 1 0.953234 0.827512 0.830619 -0.00290188 -0.0560478 -0.140785 -0.197061 -0.234733 -0.263697 -0.284941 -0.296033 0.309414 0.502133 0.979837 0.979837 0.816299 0.800272 0.358811 0.165649 0.225306 0.815556 nan 0.419571 -0.00105021 0.253667 0.0122616 0.928935 0.348773 0.779518 0.140413 0.41501 0.121393 0.27937 0.453594 0.613974 0.759515 0.701674 0.500261 0.389727 0.30509 0.147756 -0.00104315 0.163074 0.979837 0.0644787 0.62756 0.560415 0.586854 0.634793 0.616445 0.7662 0.4911 0.169344 0.0228456 0.0182153 0.100144 0.180632 0.473464 0.392984 0.0460901 0.118647 0.0151897 0.0146333 0.490236 0.551802 0.274737 0.0268612 0.0639353 0.0177402 0.179048 0.00172544 0.0379691 0.0176218 0.0218188 0.902478 0.511457 0.504142 0.19894 0.394218 0.644869 0.638537 0.386967 0.424377 0.397995 0.320699 0.015831 0.0185887 0.3796 0.597477 0.622783 0.644184 0.63845 0.729413 0.702084 0.659429 0.621628 0.606013 0.508959 0.394459 0.198999 0.0105413 0.0136514
bh_000 0.462649 0.0385651 -0.0261776 -0.000877175 0.0277289 0.0412385 0.028591 0.0769864 0.209831 0.37385 0.50241 0.728137 0.692381 0.575479 0.35223 0.0896424 0.951038 0.285282 0.117091 0.0790929 0.372731 0.380786 0.93347 0.891634 0.924241 0.959385 0.149855 0.0390006 0.14745 0.0434803 0.196206 0.220504 0.110165 0.0957255 0.129902 0.149676 0.154204 0.252651 0.465926 0.636444 0.536063 0.0450499 0.257916 0.346176 0.250162 0.268064 0.645505 0.676498 0.13979 0.148025 0.0631033 0.0640186 0.743731 0.722983 0.699029 0.715221 0.719569 0.686383 0.628904 0.615656 0.422484 0.286827 0.947903 0.228659 0.259506 0.226205 0.319018 0.953234 1 0.808039 0.901416 0.0380612 -0.018804 -0.100578 -0.15578 -0.193103 -0.222247 -0.245148 -0.257321 0.326088 0.462823 0.946494 0.946494 0.795026 0.775957 0.334964 0.140634 0.199945 0.797612 nan 0.36673 -0.0008829 0.228773 0.00920697 0.890396 0.361914 0.808017 0.144837 0.364743 0.109255 0.260393 0.419878 0.580411 0.743634 0.722916 0.540317 0.371725 0.248998 0.12979 -0.000877185 0.153469 0.946494 0.0488514 0.626022 0.583683 0.636561 0.68052 0.638324 0.732342 0.447528 0.151952 0.0211454 0.0185694 0.123067 0.187871 0.402844 0.312396 0.0371793 0.127804 0.0146556 0.0158754 0.427581 0.534101 0.25508 0.0226433 0.0636739 0.0192439 0.155147 0.00145293 0.0276392 0.011326 0.0156656 0.970658 0.438833 0.434441 0.167647 0.334156 0.578105 0.574937 0.357314 0.405278 0.319249 0.277443 0.0127984 0.0152562 0.329853 0.584492 0.60564 0.683545 0.696011 0.733351 0.676545 0.623656 0.566902 0.532471 0.445509 0.343206 0.16833 0.00769519 0.0105589
bi_000 0.443115 0.0633188 -0.0233912 -0.000454061 0.0448671 0.0650826 0.0154819 0.0625661 0.200024 0.389567 0.520424 0.667309 0.549551 0.40939 0.214714 0.0552594 0.827179 0.192551 0.0676507 0.0315007 0.43768 0.456228 0.824609 0.815346 0.914321 0.779768 0.176604 0.0480997 0.0755025 0.0236577 0.136093 0.195667 0.101036 0.0746011 0.107681 0.123612 0.139167 0.215411 0.373089 0.559779 0.489593 0.0152732 0.226851 0.313177 0.211057 0.189746 0.53964 0.600762 0.167837 0.171965 0.0671931 0.0205508 0.595066 0.657547 0.671977 0.669699 0.652645 0.602947 0.535076 0.504982 0.395091 0.329762 0.872412 0.27623 0.292352 0.284292 0.232317 0.827512 0.808039 1 0.743541 0.0696082 0.0148128 -0.0609479 -0.114554 -0.149957 -0.178067 -0.2002 -0.212346 0.316239 0.443248 0.869862 0.869862 0.729456 0.690265 0.228044 0.116115 0.16651 0.696049 nan 0.348505 -0.000456574 0.251002 0.00347695 0.809638 0.234549 0.645057 0.127753 0.475987 0.0904117 0.258993 0.448632 0.575478 0.648877 0.567971 0.397352 0.335174 0.278991 0.143957 -0.000450059 0.134686 0.869862 0.0619556 0.583034 0.52752 0.505928 0.523806 0.527252 0.672046 0.398499 0.169487 0.0270896 0.0136785 0.0666083 0.144006 0.42696 0.400301 0.0565013 0.0762962 0.0180282 0.0130131 0.432668 0.43165 0.235753 0.0119711 0.0306123 0.00972358 0.114472 -3.85341e-05 0.0326776 -0.000200519 0.00125443 0.774713 0.35062 0.356178 0.23 0.360487 0.50513 0.495807 0.275403 0.299945 0.418935 0.275902 0.0189967 0.036046 0.280868 0.581185 0.575775 0.528435 0.532441 0.626991 0.606577 0.562767 0.562153 0.558259 0.487882 0.282592 0.122364 0.0183893 0.0288818
bj_000 0.406323 0.0279775 -0.0181587 -0.000568635 0.0208432 0.0280151 0.0339184 0.106782 0.280393 0.444601 0.518859 0.659822 0.583639 0.50994 0.350882 0.086807 0.832627 0.404141 0.12469 0.0804463 0.470236 0.500639 0.810984 0.773901 0.941988 0.951667 0.138757 0.0506169 0.147198 0.0521553 0.153547 0.169055 0.14869 0.10473 0.095316 0.11093 0.110472 0.211872 0.385758 0.586166 0.523273 0.0352479 0.25981 0.345716 0.249109 0.266384 0.606634 0.608965 0.11737 0.148957 0.0542195 0.0345269 0.698219 0.670031 0.640714 0.652483 0.645224 0.591352 0.520945 0.530016 0.393401 0.269114 0.87491 0.169961 0.186548 0.180473 0.259816 0.830619 0.901416 0.743541 1 0.0865887 0.0320911 -0.0393372 -0.0892331 -0.124429 -0.152335 -0.176217 -0.189285 0.315516 0.406447 0.870102 0.870102 0.727345 0.687298 0.221879 0.0892605 0.147892 0.730604 nan 0.283549 -0.000572324 0.183718 0.0101361 0.798156 0.412388 0.829729 0.162084 0.361814 0.142492 0.321072 0.4615 0.56721 0.651999 0.63719 0.494858 0.330125 0.211759 0.101808 -0.00056952 0.110514 0.870102 0.0427133 0.561367 0.558855 0.684957 0.690811 0.613009 0.637135 0.352066 0.114747 0.0150975 0.0138074 0.106924 0.164311 0.352446 0.294021 0.0320789 0.0948237 0.0151458 0.00734328 0.370348 0.45905 0.2123 0.0241766 0.0780383 0.0422231 0.13833 0.000819047 0.0171209 0.00778802 0.0108214 0.91191 0.278421 0.281083 0.127575 0.232847 0.403154 0.402074 0.253566 0.291684 0.233471 0.177946 0.00885996 0.0124702 0.216249 0.508205 0.521082 0.713538 0.655071 0.641743 0.564975 0.513965 0.514124 0.483799 0.36389 0.234328 0.109637 0.00646435 0.0114279
bk_000 -0.00299903 0.00996438 -0.0870158 0.000249969 -0.000825109 -0.0003018 0.00543101 0.0109818 0.0291043 0.037154 0.0312504 0.0116454 -0.0238536 -0.0170822 0.0173045 0.00810768 -0.00269528 0.0711393 0.00584572 0.00168732 0.0368165 0.043012 -0.0139182 -0.0253378 0.0847615 0.063589 0.0326118 0.00205247 0.0198156 0.00735985 -0.00279947 -0.0199719 0.0192076 0.0100314 0.00444038 0.00741202 0.00785528 0.0154739 -0.0248856 0.00412905 0.0129591 0.00215741 0.0195576 0.0263927 0.0205927 0.0228679 -0.00493266 0.00622562 -0.00666511 0.0152257 0.00149986 -0.00341155 0.0134163 -0.000511612 0.00128688 -0.00447123 -0.0101084 -0.0123494 -0.012837 -0.00408991 0.0267079 0.0190529 0.0162534 -0.0106158 -0.0182151 -0.00832086 0.00795312 -0.00290188 0.0380612 0.0696082 0.0865887 1 0.802715 0.699829 0.629515 0.589639 0.558668 0.533136 0.516572 0.0239356 -0.00308061 0.0157415 0.0157415 0.00856588 -0.00201491 -0.0185471 -0.174217 -0.161507 0.00353497 nan -0.0792762 0.000250837 -0.00822073 -0.000675452 0.00613382 0.0212494 0.0441723 0.0249146 0.0444299 0.0171102 0.0295441 0.0326888 0.0231062 -0.00315402 -0.0153019 -0.00814874 0.0132975 0.0084144 0.00687002 0.000250234 9.49182e-05 0.0157415 0.00677216 -1.26914e-05 0.0267907 0.0568426 0.0271768 0.0417314 -0.0108199 -0.0774876 -0.0309001 -0.00292628 -0.000301659 -0.00108136 0.00396065 -0.0622758 0.00130435 0.000147781 -0.00209627 0.00198456 -0.0346678 -0.059917 -0.00556103 0.00246835 0.000325103 0.00835708 0.00602799 -0.000474933 -0.00407377 -0.00611483 -0.0167291 -0.0167878 0.0563953 -0.104632 -0.115293 0.0105259 0.00601087 -0.0574171 -0.0629906 -0.0588809 -0.0356138 -0.0025604 -0.00527968 0.00160254 0.00454786 -0.0209646 0.0444305 0.0368898 0.0338358 0.0305596 -0.000307818 -0.0178845 -0.0265731 -0.0178447 -0.0166919 -0.00494193 -0.0720219 -0.0496069 0.00279927 0.00427971
bl_000 -0.0308354 0.00570365 -0.107152 0.000371941 -0.00753448 -0.00906691 0.00367038 0.00250712 0.0109505 0.00929541 -0.00281317 -0.0320067 -0.0634266 -0.0515928 -0.00538247 0.00200768 -0.0558938 0.0525058 0.00336866 -0.000269051 0.0111639 0.0162476 -0.0671718 -0.0759557 0.0264579 0.00431869 0.0141417 -0.000315983 0.0083984 0.00328556 -0.0265041 -0.0520682 0.0124581 0.00589886 -0.000727393 0.000424132 0.00135996 0.00251088 -0.053552 -0.0333939 -0.0227341 -0.0006314 0.00503626 0.00780941 0.00784816 0.00343361 -0.044297 -0.0338047 -0.0209574 -0.000230621 -0.00251126 -0.00306215 -0.0310392 -0.0477647 -0.0422375 -0.0483867 -0.0533231 -0.0531104 -0.0466854 -0.0391522 0.00629366 -0.0019785 -0.0398266 -0.0301735 -0.0400547 -0.0277414 -0.00269826 -0.0560478 -0.018804 0.0148128 0.0320911 0.802715 1 0.888282 0.807506 0.763411 0.729302 0.701454 0.682565 0.0154837 -0.0309307 -0.0403754 -0.0403754 -0.0403426 -0.0491099 -0.0217551 -0.0681399 -0.0698273 -0.0444861 nan -0.126066 0.000373503 -0.0221003 -0.00127544 -0.0470781 0.00149964 -0.00692298 0.0161559 0.0198734 0.00614368 0.00862133 0.00264536 -0.0124741 -0.0447168 -0.0589874 -0.0455428 -0.0125705 -0.0106928 -0.000124489 0.000372237 -0.0118398 -0.0403754 0.00507517 -0.0464522 -0.0123702 0.0212719 -0.01821 0.005212 -0.0541719 -0.115148 -0.0436128 -0.00309199 -0.00265819 -0.0102314 -0.0085173 -0.0940376 -0.0203348 0.00280356 -0.00546314 -5.27209e-05 -0.0335659 -0.0912756 -0.0456941 -0.02476 -0.00227907 0.00150458 0.0043519 -0.016112 -0.00582982 -0.0108224 -0.0183277 -0.0186307 0.000587512 -0.126977 -0.145837 0.00167142 -0.0188979 -0.0932929 -0.101412 -0.0873981 -0.0591482 -0.0319736 -0.0226664 -0.00151618 -0.000298272 -0.0382503 0.0106142 0.00129769 -0.00972385 -0.0108229 -0.0451134 -0.059077 -0.0640302 -0.0529286 -0.0500139 -0.0322617 -0.0872217 -0.0585453 0.000630476 -0.000611369
bm_000 -0.0746404 0.00108871 -0.110692 0.000271303 -0.0177162 -0.0216469 0.000940327 -0.00361835 -0.00606793 -0.0244135 -0.0526592 -0.10381 -0.126139 -0.100871 -0.0329885 -0.00387998 -0.14066 0.0323679 -0.00326165 -0.00373423 -0.0231733 -0.018464 -0.152156 -0.158956 -0.0521667 -0.0747062 -0.00587374 -0.00139524 -0.00504186 -0.00155875 -0.0549016 -0.0913424 0.0028211 -0.00279321 -0.0101255 -0.0125512 -0.0098187 -0.0162505 -0.0962339 -0.0925463 -0.0766695 -0.00314796 -0.0165884 -0.0209008 -0.0109017 -0.0174098 -0.10018 -0.0987412 -0.047588 -0.0187401 -0.00974286 -0.00347466 -0.10092 -0.116082 -0.109168 -0.115546 -0.119661 -0.116011 -0.102421 -0.0944608 -0.0325028 -0.0326138 -0.124827 -0.0613048 -0.074296 -0.0591364 -0.0286474 -0.140785 -0.100578 -0.0609479 -0.0393372 0.699829 0.888282 1 0.913489 0.865123 0.828483 0.798358 0.777747 -0.0446039 -0.0747417 -0.12541 -0.12541 -0.114906 -0.121634 -0.0520967 -0.0770025 -0.0916206 -0.118241 nan -0.179409 0.000273808 -0.048289 -0.00175511 -0.129304 -0.0251021 -0.0784031 0.00254605 -0.0218727 -0.00392447 -0.0142159 -0.0377414 -0.0689154 -0.114878 -0.124802 -0.0951258 -0.0492715 -0.0365043 -0.0106785 0.000271652 -0.0263695 -0.12541 -0.0010015 -0.111728 -0.0667736 -0.0312613 -0.0804137 -0.0479064 -0.12571 -0.164711 -0.0611352 -0.00546144 -0.00404428 -0.0272738 -0.0333069 -0.15129 -0.0666243 -0.00303894 -0.0176175 -0.00371912 -0.0276934 -0.150313 -0.105771 -0.0595393 -0.0044304 -0.00635779 0.00125765 -0.0388365 -0.00680158 -0.0158273 -0.0247496 -0.026214 -0.0765345 -0.175553 -0.200532 -0.0132561 -0.0614057 -0.158184 -0.166955 -0.142226 -0.108467 -0.078419 -0.0567123 -0.00788244 -0.00808413 -0.0729779 -0.0478119 -0.0609823 -0.0710563 -0.0717669 -0.112531 -0.123416 -0.124062 -0.107449 -0.107296 -0.0792586 -0.117 -0.0730837 -0.000846149 -0.00275365
bn_000 -0.104188 -0.00242099 -0.11586 0.000253228 -0.0237283 -0.029947 -0.00176526 -0.0102625 -0.0215412 -0.0522381 -0.0914987 -0.151704 -0.162827 -0.129444 -0.0511124 -0.0100705 -0.196892 0.0202707 -0.0105516 -0.00604066 -0.0516622 -0.0470098 -0.208542 -0.214284 -0.107447 -0.127844 -0.024252 -0.00508204 -0.0156873 -0.00465079 -0.072885 -0.114578 -0.00351945 -0.00754539 -0.0161772 -0.0203042 -0.0168332 -0.0278445 -0.118033 -0.132894 -0.115503 -0.0032984 -0.0318541 -0.0429121 -0.0262987 -0.0320632 -0.132293 -0.143669 -0.067301 -0.0342208 -0.0171874 -0.0053959 -0.145212 -0.163115 -0.155314 -0.159789 -0.161567 -0.153603 -0.137759 -0.13137 -0.0604086 -0.0564 -0.182323 -0.085038 -0.0992586 -0.082386 -0.0481178 -0.197061 -0.15578 -0.114554 -0.0892331 0.629515 0.807506 0.913489 1 0.949338 0.91003 0.878144 0.856242 -0.0708446 -0.104297 -0.182944 -0.182944 -0.16429 -0.169229 -0.068369 -0.0679796 -0.0926346 -0.166804 nan -0.209084 0.000255816 -0.0648168 -0.0023363 -0.18422 -0.046346 -0.12592 -0.00833427 -0.0541761 -0.0151679 -0.0344731 -0.0707073 -0.109982 -0.159924 -0.164348 -0.12403 -0.0759398 -0.0574047 -0.0175622 0.000253321 -0.0387836 -0.182944 -0.00502501 -0.152763 -0.10212 -0.0691069 -0.120651 -0.0863188 -0.171509 -0.193935 -0.0717433 -0.00790651 -0.00459361 -0.0330139 -0.0480531 -0.182214 -0.100153 -0.00441584 -0.0251461 -0.00209551 -0.0232433 -0.182314 -0.144402 -0.0823503 -0.00748081 -0.0134261 -0.00153927 -0.0535932 -0.00771749 -0.0200703 -0.0296954 -0.0313478 -0.129119 -0.197077 -0.22731 -0.0263327 -0.0943314 -0.196401 -0.205154 -0.172768 -0.13772 -0.114467 -0.0816155 -0.0102503 -0.0103577 -0.0986677 -0.0867192 -0.10186 -0.112413 -0.110931 -0.155395 -0.163647 -0.160978 -0.143022 -0.147266 -0.113307 -0.131225 -0.0790592 -0.0023424 -0.00305113
bo_000 -0.123938 -0.00620632 -0.0981262 0.000202426 -0.0304395 -0.0381358 -0.0032345 -0.0160283 -0.0337105 -0.0738154 -0.121682 -0.186169 -0.183818 -0.143691 -0.0614525 -0.0138116 -0.23469 0.0110761 -0.0136612 -0.00449453 -0.0730512 -0.0685633 -0.245992 -0.251365 -0.145271 -0.162844 -0.0382899 -0.00427477 -0.0222392 -0.00783857 -0.0815171 -0.129237 -0.00933422 -0.0130318 -0.0212582 -0.0257985 -0.0227414 -0.0366812 -0.129149 -0.160071 -0.142897 -0.00596655 -0.0423177 -0.0570991 -0.0353457 -0.0404462 -0.153958 -0.17363 -0.0813142 -0.0467697 -0.0220232 -0.00285311 -0.17625 -0.192555 -0.18621 -0.189663 -0.189953 -0.179741 -0.16032 -0.1505 -0.0830446 -0.0755143 -0.221121 -0.100857 -0.115865 -0.0976292 -0.0606441 -0.234733 -0.193103 -0.149957 -0.124429 0.589639 0.763411 0.865123 0.949338 1 0.959479 0.925193 0.902245 -0.0842343 -0.124032 -0.221652 -0.221652 -0.196887 -0.200164 -0.0805756 -0.0571447 -0.0883075 -0.199056 nan -0.218913 0.000205063 -0.0737398 -0.00347406 -0.221352 -0.0614115 -0.160546 -0.0178568 -0.0734891 -0.0210829 -0.0498573 -0.0955462 -0.140765 -0.190507 -0.187258 -0.140917 -0.0962258 -0.0734527 -0.0226642 0.000202331 -0.0474493 -0.221652 -0.00877658 -0.176596 -0.126177 -0.0989856 -0.14782 -0.114826 -0.201968 -0.20413 -0.0748607 -0.00901125 -0.00505993 -0.0378303 -0.0598426 -0.197096 -0.125423 -0.00711339 -0.0299358 -0.00490977 -0.0178076 -0.198097 -0.169689 -0.0980339 -0.00917537 -0.0196338 -0.00211653 -0.0629819 -0.00526745 -0.0227544 -0.02872 -0.031185 -0.164596 -0.202718 -0.226417 -0.0366708 -0.118341 -0.220914 -0.227884 -0.180817 -0.149671 -0.13879 -0.0992094 -0.0122097 -0.0135699 -0.113049 -0.107457 -0.123526 -0.141935 -0.138105 -0.182877 -0.188669 -0.184107 -0.165774 -0.174005 -0.136784 -0.135836 -0.0800239 -0.00349687 -0.00491213
bp_000 -0.13927 -0.00709587 -0.0763075 0.000152586 -0.0349418 -0.0441644 -0.00532525 -0.0190374 -0.0426054 -0.0908534 -0.145732 -0.211888 -0.19974 -0.153592 -0.0668518 -0.0177282 -0.263665 0.00174369 -0.0167079 -0.00830067 -0.0889685 -0.0845742 -0.274247 -0.279222 -0.175253 -0.189993 -0.0488504 -0.00791125 -0.0274137 -0.0097794 -0.0852405 -0.136207 -0.0128868 -0.016757 -0.0258425 -0.0293857 -0.0270485 -0.0454457 -0.135422 -0.181065 -0.164365 -0.00715411 -0.0520925 -0.0712707 -0.0446406 -0.0468048 -0.169744 -0.197019 -0.0895708 -0.0553108 -0.0246521 -0.00234382 -0.199372 -0.214892 -0.210767 -0.212767 -0.211062 -0.198677 -0.178219 -0.166129 -0.0989562 -0.090103 -0.250705 -0.113285 -0.12741 -0.111289 -0.0714008 -0.263697 -0.222247 -0.178067 -0.152335 0.558668 0.729302 0.828483 0.91003 0.959479 1 0.965681 0.941492 -0.0950032 -0.139362 -0.251267 -0.251267 -0.221127 -0.223781 -0.0920041 -0.047362 -0.0862856 -0.222927 nan -0.219434 0.000154862 -0.0793175 -0.00472737 -0.249523 -0.0741479 -0.185365 -0.0250606 -0.0893311 -0.0273251 -0.0622792 -0.116317 -0.16589 -0.214053 -0.203958 -0.150105 -0.108778 -0.0847712 -0.0280888 0.000151826 -0.053433 -0.251267 -0.0107911 -0.19359 -0.144022 -0.121264 -0.166718 -0.138181 -0.225339 -0.209326 -0.0781878 -0.0116416 -0.00673233 -0.0357128 -0.0651056 -0.201742 -0.143755 -0.00766927 -0.0326421 -0.00555429 -0.010878 -0.203188 -0.187635 -0.108039 -0.0103263 -0.0234839 -0.00356307 -0.0719298 -0.00147039 -0.0237912 -0.028907 -0.0325384 -0.192383 -0.202831 -0.217726 -0.0450922 -0.137998 -0.237697 -0.242313 -0.178585 -0.155042 -0.156865 -0.113673 -0.0137995 -0.0143907 -0.126581 -0.123718 -0.140885 -0.163787 -0.158052 -0.203566 -0.207782 -0.202173 -0.182951 -0.192787 -0.157249 -0.138465 -0.0789469 -0.00427706 -0.00560623
bq_000 -0.150435 -0.00883645 -0.0646908 0.000109282 -0.0350509 -0.0460981 -0.00547733 -0.0226582 -0.050919 -0.103649 -0.161943 -0.230716 -0.211087 -0.160552 -0.073181 -0.0204988 -0.28491 -0.00648226 -0.0172589 -0.009642 -0.102643 -0.0987549 -0.294595 -0.299108 -0.199886 -0.211993 -0.0557807 -0.00626101 -0.0309309 -0.0109054 -0.0870189 -0.137359 -0.014961 -0.0216672 -0.0291936 -0.0339169 -0.0319604 -0.0524354 -0.138787 -0.195463 -0.180779 -0.0092883 -0.0606066 -0.0825252 -0.0518158 -0.0516522 -0.179996 -0.215014 -0.0911894 -0.0621438 -0.0250767 -0.00356262 -0.216258 -0.230298 -0.227984 -0.228859 -0.226029 -0.21196 -0.190562 -0.179004 -0.111111 -0.101416 -0.272991 -0.117671 -0.133183 -0.118422 -0.0809189 -0.284941 -0.245148 -0.2002 -0.176217 0.533136 0.701454 0.798358 0.878144 0.925193 0.965681 1 0.975131 -0.105237 -0.150518 -0.273478 -0.273478 -0.238158 -0.241275 -0.100841 -0.0388153 -0.085001 -0.239655 nan -0.215782 0.000111432 -0.0821124 -0.00546895 -0.270848 -0.0844864 -0.205953 -0.0312684 -0.101282 -0.0325878 -0.0717239 -0.130133 -0.182912 -0.231352 -0.215803 -0.156641 -0.120508 -0.0966492 -0.0327639 0.000108254 -0.0604748 -0.273478 -0.0140427 -0.205148 -0.157092 -0.140738 -0.180894 -0.157054 -0.241109 -0.209567 -0.0761496 -0.0115116 -0.00778401 -0.0362763 -0.0675071 -0.201422 -0.153911 -0.0089188 -0.0327344 -0.0051706 -0.00902388 -0.203197 -0.197488 -0.114787 -0.0114379 -0.0258118 -0.00540574 -0.0792281 -0.000940156 -0.0239086 -0.0309118 -0.0347964 -0.214571 -0.2005 -0.210279 -0.0514365 -0.149915 -0.245805 -0.249392 -0.17245 -0.157173 -0.167293 -0.120825 -0.0152131 -0.0161683 -0.132559 -0.133751 -0.151095 -0.180848 -0.173786 -0.218576 -0.220867 -0.213689 -0.194814 -0.205224 -0.170882 -0.137258 -0.0758426 -0.00499919 -0.00644838
br_000 -0.156881 -0.00934698 -0.0608271 8.44951e-05 -0.0353273 -0.0448757 -0.00854917 -0.0254573 -0.0560999 -0.112518 -0.172983 -0.24073 -0.214704 -0.160022 -0.0728083 -0.0208554 -0.29609 -0.0102299 -0.0225167 -0.0115087 -0.111565 -0.107981 -0.305624 -0.310109 -0.213436 -0.223121 -0.0587782 -0.00786839 -0.0313706 -0.0108874 -0.0873283 -0.13582 -0.0165064 -0.0225691 -0.0317209 -0.0368155 -0.0346172 -0.054996 -0.138959 -0.20233 -0.190066 -0.0112054 -0.0636489 -0.0870111 -0.0551462 -0.0522545 -0.185033 -0.22379 -0.0917807 -0.0665375 -0.0256462 -0.00382504 -0.222108 -0.239098 -0.238285 -0.238511 -0.234399 -0.219188 -0.197843 -0.183722 -0.116343 -0.108267 -0.285295 -0.119004 -0.133804 -0.119909 -0.0829952 -0.296033 -0.257321 -0.212346 -0.189285 0.516572 0.682565 0.777747 0.856242 0.902245 0.941492 0.975131 1 -0.109791 -0.156969 -0.285737 -0.285737 -0.245937 -0.249559 -0.103989 -0.0316546 -0.0841474 -0.247442 nan -0.211343 8.66772e-05 -0.0818551 -0.00726002 -0.282289 -0.0901954 -0.215948 -0.0357051 -0.107337 -0.0372631 -0.0781856 -0.139469 -0.193708 -0.24048 -0.219841 -0.155324 -0.123251 -0.100314 -0.0346424 8.35144e-05 -0.0616957 -0.285737 -0.0156212 -0.208913 -0.162679 -0.149078 -0.186925 -0.164949 -0.249973 -0.207554 -0.0770917 -0.0121915 -0.00770384 -0.0365484 -0.0669173 -0.198415 -0.157273 -0.00960308 -0.032019 -0.00364138 -0.00873352 -0.20046 -0.20027 -0.115241 -0.0107305 -0.0280526 0.000161348 -0.0802236 -0.00089267 -0.0233338 -0.0265452 -0.0295542 -0.226025 -0.197547 -0.206059 -0.0540019 -0.156539 -0.247246 -0.249685 -0.168118 -0.156907 -0.171815 -0.12603 -0.0154407 -0.0165931 -0.136568 -0.138418 -0.154587 -0.187845 -0.178892 -0.226549 -0.227883 -0.220131 -0.202374 -0.212624 -0.179321 -0.137067 -0.0751084 -0.00510607 -0.00720215
bs_000 0.157033 0.0456501 0.00969704 0.00516195 0.0244114 0.030788 0.00362174 0.0270488 0.076534 0.130228 0.166778 0.245244 0.265143 0.229278 0.125072 0.0247938 0.309496 0.129386 0.0324766 0.021532 0.13296 0.139544 0.302408 0.284119 0.339018 0.338096 0.0609132 0.0113085 0.0619398 0.0243166 0.118988 0.139627 0.050323 0.0302082 0.0290454 0.0379097 0.0269867 0.0693312 0.196044 0.219577 0.192441 0.0115049 0.0898764 0.137796 0.105147 0.135343 0.247709 0.225978 0.0703925 0.0671109 0.025141 0.00116298 0.275307 0.255277 0.23995 0.249543 0.252847 0.244011 0.218789 0.251555 0.140455 0.0966999 0.319745 0.0913609 0.106029 0.0918907 0.108469 0.309414 0.326088 0.316239 0.315516 0.0239356 0.0154837 -0.0446039 -0.0708446 -0.0842343 -0.0950032 -0.105237 -0.109791 1 0.157021 0.320435 0.320435 0.286042 0.285611 0.097507 0.622446 0.796977 0.280459 nan 0.22057 0.00515716 0.115136 -0.0049623 0.304578 0.0867389 0.295704 0.0539923 0.144526 0.043287 0.0913403 0.143245 0.188589 0.254806 0.281578 0.222331 0.135807 0.0877184 0.027637 0.00516156 0.0518565 0.320435 0.0310021 0.263084 0.235475 0.211644 0.255906 0.208212 0.260772 0.219733 0.0818489 0.00506971 0.00485076 0.0818505 0.096135 0.235417 0.137149 0.0169748 0.0474375 0.0103523 0.0273093 0.245225 0.223773 0.135522 0.00194435 0.0238037 0.0100836 0.0606548 -0.00384925 0.00999042 0.00011664 0.000854087 0.326137 0.195094 0.206676 0.0400659 0.114346 0.238954 0.247931 0.17473 0.161218 0.130806 0.0827152 0.0159548 0.0277687 0.129551 0.218738 0.233555 0.24947 0.254716 0.266492 0.245002 0.230076 0.217902 0.192275 0.133492 0.117762 0.0591713 0.00756454 0.0152676
bt_000 0.99965 0.0199397 -0.0115644 -0.000576007 0.0257839 0.035978 0.0116789 0.0762224 0.19485 0.307016 0.356897 0.445459 0.379455 0.271325 0.123693 0.0446869 0.502713 0.0748971 0.0345509 0.0152154 0.274194 0.276571 0.506171 0.509523 0.452055 0.431141 0.086148 0.0308992 0.0377642 0.0178546 0.0780632 0.115443 0.0284343 0.0166804 0.0559019 0.0641012 0.0877345 0.147446 0.266513 0.386605 0.337468 0.00990854 0.172573 0.220645 0.145089 0.104856 0.37942 0.411398 0.0942923 0.100025 0.0367974 0.00938809 0.385438 0.456706 0.468919 0.480194 0.471185 0.43656 0.390645 0.356102 0.269814 0.221483 0.505623 0.165581 0.18525 0.163118 0.155311 0.502133 0.462823 0.443248 0.406447 -0.00308061 -0.0309307 -0.0747417 -0.104297 -0.124032 -0.139362 -0.150518 -0.156969 0.157021 1 0.504238 0.504238 0.477066 0.493732 0.174677 0.081538 0.113829 0.476617 nan 0.207431 -0.000577157 0.119164 0.00520529 0.549302 0.183193 0.416413 0.0894147 0.271169 0.0874943 0.220918 0.329662 0.410218 0.450516 0.379159 0.236018 0.192987 0.164891 0.0984571 -0.00057353 0.0759278 0.504238 0.0412896 0.350788 0.306382 0.319343 0.340303 0.399296 0.459326 0.258048 0.0873725 0.0111882 0.0121666 0.0356637 0.0811554 0.272421 0.243801 0.0249396 0.0425325 0.00709789 0.0198935 0.274244 0.257104 0.140723 0.0128516 0.0306601 0.00513233 0.0699633 0.000290342 0.0168976 0.000208056 -2.14612e-05 0.431761 0.27346 0.274385 0.10418 0.209331 0.324202 0.321651 0.183124 0.207005 0.219644 0.148771 0.00880693 0.0106124 0.188946 0.33437 0.351484 0.348103 0.31244 0.414105 0.419899 0.409615 0.419571 0.425261 0.35619 0.259796 0.133852 0.00665461 0.0103393
bu_000 0.504063 0.0466892 -0.0227944 -0.000937138 0.0404481 0.0573638 0.0219056 0.0940518 0.255348 0.453483 0.579154 0.766663 0.666926 0.519239 0.290872 0.0878412 0.980904 0.214751 0.100021 0.052537 0.493713 0.501754 0.983906 0.971482 0.933061 0.904165 0.171855 0.0619023 0.124812 0.0461757 0.182536 0.229803 0.112794 0.0914137 0.134287 0.154318 0.158256 0.243095 0.439529 0.652093 0.586225 0.0263505 0.263922 0.352962 0.241054 0.216995 0.635858 0.710181 0.17931 0.191616 0.0710208 0.0298167 0.730177 0.761247 0.760708 0.770519 0.759717 0.70379 0.628455 0.592929 0.433252 0.342242 0.996312 0.28203 0.307511 0.277872 0.291251 0.979837 0.946494 0.869862 0.870102 0.0157415 -0.0403754 -0.12541 -0.182944 -0.221652 -0.251267 -0.273478 -0.285737 0.320435 0.504238 1 1 0.831477 0.802259 0.308229 0.152915 0.215776 0.826302 nan 0.401841 -0.000940883 0.245413 0.0111142 0.931902 0.3797 0.802365 0.149192 0.445249 0.130211 0.314269 0.49941 0.647362 0.765235 0.693375 0.491519 0.380241 0.296741 0.146623 -0.000934375 0.147873 1 0.064176 0.63426 0.569564 0.615337 0.662884 0.632351 0.77108 0.479096 0.16908 0.022372 0.020115 0.0940407 0.175697 0.472237 0.403913 0.0478037 0.104557 0.0167434 0.0155651 0.485334 0.530459 0.263436 0.0256324 0.0635358 0.017851 0.173121 0.00166731 0.035841 0.0164519 0.0204102 0.903959 0.449619 0.450088 0.192388 0.361635 0.586861 0.581503 0.354139 0.386036 0.382399 0.288975 0.0160713 0.0223098 0.331521 0.608308 0.625648 0.675374 0.638393 0.730767 0.698555 0.655625 0.641437 0.623537 0.517081 0.36412 0.175873 0.0108214 0.0152612
bv_000 0.504063 0.0466895 -0.0227944 -0.000937138 0.0404481 0.0573638 0.0219056 0.0940518 0.255348 0.453483 0.579154 0.766663 0.666926 0.519239 0.290872 0.0878412 0.980904 0.214751 0.100021 0.052537 0.493713 0.501754 0.983906 0.971482 0.933061 0.904165 0.171855 0.0619023 0.124811 0.0461756 0.182536 0.229803 0.112794 0.0914147 0.134287 0.154318 0.158256 0.243095 0.439529 0.652093 0.586225 0.0263506 0.263922 0.352962 0.241053 0.216995 0.635858 0.710181 0.17931 0.191616 0.0710208 0.0298167 0.730177 0.761247 0.760708 0.770519 0.759717 0.70379 0.628455 0.592929 0.433252 0.342242 0.996312 0.28203 0.307511 0.277872 0.291251 0.979837 0.946494 0.869862 0.870102 0.0157415 -0.0403754 -0.12541 -0.182944 -0.221652 -0.251267 -0.273478 -0.285737 0.320435 0.504238 1 1 0.831477 0.802259 0.308229 0.152915 0.215776 0.826302 nan 0.401841 -0.000940883 0.245413 0.0111142 0.931902 0.3797 0.802365 0.149192 0.445249 0.130211 0.314269 0.49941 0.647362 0.765235 0.693375 0.491519 0.380241 0.296741 0.146623 -0.000934375 0.147873 1 0.064176 0.63426 0.569565 0.615337 0.662884 0.632351 0.77108 0.479096 0.16908 0.022372 0.020115 0.0940407 0.175697 0.472237 0.403913 0.0478037 0.104557 0.0167434 0.0155651 0.485334 0.530459 0.263436 0.0256324 0.0635358 0.017851 0.173121 0.00166731 0.035841 0.0164519 0.0204102 0.903959 0.449619 0.450088 0.192388 0.361635 0.586861 0.581503 0.354139 0.386036 0.382399 0.288975 0.0160713 0.0223098 0.331521 0.608308 0.625648 0.675374 0.638393 0.730767 0.698555 0.655625 0.641437 0.623537 0.517081 0.36412 0.175873 0.0108214 0.0152612
bx_000 0.477514 0.0429858 -0.0193077 -0.000865102 0.0307197 0.0473175 0.0539621 0.25123 0.374234 0.553949 0.656313 0.863628 0.788901 0.645806 0.379407 0.110512 0.818186 0.197268 0.0938796 0.0473459 0.376566 0.383215 0.822336 0.808742 0.779054 0.769816 0.148041 0.0448536 0.105 0.0400067 0.205795 0.235251 0.115787 0.0963835 0.142485 0.164345 0.183231 0.312929 0.552711 0.747822 0.66519 0.0540216 0.332386 0.443098 0.30047 0.270016 0.734107 0.835963 0.181687 0.194062 0.0759759 0.032255 0.867719 0.877823 0.853673 0.87926 0.882881 0.830712 0.740793 0.690288 0.519628 0.426992 0.831734 0.249772 0.279769 0.246497 0.307971 0.816299 0.795026 0.729456 0.727345 0.00856588 -0.0403426 -0.114906 -0.16429 -0.196887 -0.221127 -0.238158 -0.245937 0.286042 0.477066 0.831477 0.831477 1 0.909151 0.33165 0.146948 0.194508 0.996545 nan 0.360703 -0.000869489 0.248264 0.00532331 0.867252 0.324232 0.746252 0.176245 0.489784 0.26417 0.452901 0.582133 0.731806 0.880021 0.814743 0.609839 0.452772 0.328387 0.169839 -0.000864525 0.138354 0.831477 0.0656627 0.740701 0.647225 0.746217 0.776452 0.764824 0.88734 0.536151 0.183576 0.0241864 0.021512 0.124932 0.214215 0.435846 0.352645 0.0477737 0.154398 0.0147874 0.0374453 0.463687 0.508148 0.239918 0.00957271 0.0656779 0.0168925 0.143803 0.000362214 0.0343463 0.0159116 0.0190064 0.764621 0.455243 0.45556 0.178506 0.324612 0.572558 0.562895 0.382206 0.420312 0.326499 0.27995 0.0163606 0.0194835 0.318779 0.688034 0.714363 0.815238 0.786104 0.854528 0.806687 0.757342 0.738891 0.695124 0.534801 0.422712 0.211126 0.00857278 0.0104937
by_000 0.49407 0.0316025 -0.0120087 -0.00095484 0.0225966 0.0342006 0.0295265 0.128977 0.312287 0.485807 0.565009 0.826563 0.856162 0.690554 0.350665 0.119616 0.802229 0.182261 0.102968 0.0478317 0.32838 0.336664 0.804934 0.790166 0.734254 0.759492 0.115847 0.0421473 0.114233 0.0456845 0.176118 0.190944 0.0831184 0.0736828 0.118237 0.142948 0.190576 0.340525 0.634469 0.749078 0.58049 0.0528231 0.329544 0.441991 0.300173 0.276197 0.776902 0.800882 0.139186 0.156124 0.0593028 0.0358683 0.821729 0.841087 0.847332 0.898124 0.923344 0.904043 0.855285 0.795348 0.510166 0.348087 0.804149 0.224479 0.261723 0.20493 0.329697 0.800272 0.775957 0.690265 0.687298 -0.00201491 -0.0491099 -0.121634 -0.169229 -0.200164 -0.223781 -0.241275 -0.249559 0.285611 0.493732 0.802259 0.802259 0.909151 1 0.387964 0.150281 0.202766 0.914237 nan 0.294419 -0.000959221 0.195243 0.00372885 0.873971 0.235929 0.679827 0.181135 0.416519 0.160539 0.357302 0.515767 0.684268 0.900325 0.852444 0.577573 0.398632 0.28695 0.182568 -0.000954171 0.134272 0.802259 0.0588209 0.710978 0.62059 0.673859 0.679258 0.775727 0.908256 0.504919 0.157508 0.0169203 0.01764 0.108987 0.179036 0.408437 0.319625 0.0367793 0.125348 0.0183814 0.0390215 0.43028 0.439648 0.202186 0.00634265 0.0489574 0.0128559 0.111106 -0.000530206 0.0273839 0.00268925 0.0029316 0.753564 0.540119 0.53413 0.15906 0.285031 0.57675 0.565525 0.397916 0.46106 0.263651 0.233556 0.00982309 0.00975051 0.32727 0.63919 0.684194 0.711579 0.743595 0.872229 0.851306 0.816005 0.781385 0.730491 0.539503 0.54696 0.291627 0.00361425 0.00803001
bz_000 0.174613 0.00242135 -0.051563 -0.000101371 -0.00463337 -0.00526189 -0.000438111 0.00141625 0.00583913 0.0134022 0.0486166 0.264897 0.435935 0.359399 0.163393 0.0800432 0.358479 0.0703362 0.0452853 0.034457 0.00942313 0.00948668 0.333375 0.315147 0.24068 0.304269 0.00578568 1.03915e-05 0.0421765 0.000692633 0.0928035 0.0555255 0.021285 0.0135998 0.0183389 0.0349506 0.0207492 0.0771955 0.34692 0.284909 0.131541 0.00937745 0.105168 0.161202 0.113445 0.11124 0.315259 0.278323 0.00298507 -1.0994e-05 -0.0027054 0.00505391 0.341959 0.231809 0.222888 0.275332 0.324296 0.389881 0.486794 0.395047 0.157515 0.0293844 0.307323 0.0656882 0.100455 0.0524602 0.385709 0.358811 0.334964 0.228044 0.221879 -0.0185471 -0.0217551 -0.0520967 -0.068369 -0.0805756 -0.0920041 -0.100841 -0.103989 0.097507 0.174677 0.308229 0.308229 0.33165 0.387964 1 0.067337 0.0891199 0.34065 nan -0.0027865 -0.000100036 0.0535214 -0.000266441 0.339532 0.0140444 0.239288 0.073078 0.0272278 0.0169436 0.00971788 0.0267642 0.150518 0.370497 0.396516 0.245132 0.125243 0.0536902 0.0461742 -0.000102222 0.0911692 0.308229 0.00191562 0.278315 0.239761 0.212841 0.215233 0.247244 0.350505 0.214433 0.049866 -0.000318924 0.000101945 0.0440894 0.119738 0.0158137 0.0117656 0.00692642 0.130686 0.00530555 0.000506158 0.05448 0.317674 0.07819 -0.000104861 0.000787217 0.0072084 0.024203 -0.000813264 -0.00208381 0.00848182 0.00998794 0.342176 0.588708 0.535298 0.0598852 0.112784 0.522024 0.501686 0.382219 0.738958 0.0162544 0.147991 0.000325004 -0.00380761 0.278765 0.238932 0.278032 0.213078 0.321914 0.357606 0.354682 0.339324 0.26839 0.209831 0.10232 0.394435 0.282667 -5.62986e-05 -0.00262644
ca_000 0.0816104 0.0344116 0.0383544 0.00036834 0.014678 0.0200418 0.0119456 0.00408882 0.0105171 0.026043 0.0502026 0.110331 0.163039 0.145173 0.0646695 0.0078925 0.165602 0.0118897 0.00478989 0.00577812 0.0263046 0.0251736 0.167988 0.165539 0.108428 0.12845 0.0176452 3.85909e-05 0.0193414 0.00373853 0.0884284 0.119359 0.00549035 0.00510902 0.00532401 0.00858357 0.00312591 0.0232658 0.13254 0.104609 0.0866196 0.0106484 0.0283808 0.0368072 0.0202872 0.0515102 0.130553 0.109713 0.0541286 0.0224221 0.0160679 0.00256308 0.135352 0.131514 0.114126 0.124788 0.13282 0.132819 0.118619 0.139541 0.0450047 0.0279313 0.152388 0.0672279 0.0859883 0.0713591 0.0522833 0.165649 0.140634 0.116115 0.0892605 -0.174217 -0.0681399 -0.0770025 -0.0679796 -0.0571447 -0.047362 -0.0388153 -0.0316546 0.622446 0.081538 0.152915 0.152915 0.146948 0.150281 0.067337 1 0.831795 0.146284 nan 0.225797 0.000362724 0.110951 0.00476617 0.151344 0.0244055 0.116873 -0.00443932 0.0655239 0.00691415 0.0184078 0.0384626 0.0691641 0.12888 0.164843 0.135371 0.0625288 0.0378902 0.00812822 0.000366185 0.0243633 0.152915 0.0197794 0.14657 0.0986534 0.0568318 0.11305 0.059473 0.143009 0.19904 0.0865439 0.00842958 -2.86506e-06 0.0705736 0.0722621 0.236388 0.0929178 0.0155029 0.0389774 0.0162454 0.05232 0.243817 0.143683 0.0879369 -0.0012638 0.012717 0.0123174 0.0468862 -0.00415694 0.00275773 0.0219978 0.0191404 0.127263 0.212137 0.231312 0.0072825 0.0609881 0.199159 0.213932 0.17066 0.1292 0.0908242 0.0597475 0.00576979 0.0169008 0.108917 0.14239 0.157642 0.100402 0.11231 0.141238 0.144446 0.141292 0.125119 0.107049 0.0611263 0.119768 0.0716842 -0.00382016 0.00378171
cb_000 0.113866 0.0354134 0.0307234 0.00044273 0.0186926 0.0217677 -0.000261075 0.00672473 0.0240995 0.0553372 0.0894016 0.163764 0.206384 0.174703 0.0749062 0.0120525 0.225335 0.0297688 0.0210516 0.0139569 0.0596855 0.0591898 0.229461 0.226514 0.167486 0.184909 0.0234096 0.00932648 0.0307691 0.0129011 0.090178 0.117232 0.0170828 0.0129738 0.0194204 0.0222868 0.0150886 0.0351329 0.159977 0.148727 0.124396 0.00549991 0.0472665 0.0682516 0.0453079 0.0697194 0.173604 0.156008 0.0586041 0.0336092 0.0169211 0.00331249 0.182575 0.180751 0.166476 0.176155 0.182922 0.179068 0.163451 0.179803 0.0724505 0.0492121 0.214996 0.0806188 0.0991855 0.0798274 0.074145 0.225306 0.199945 0.16651 0.147892 -0.161507 -0.0698273 -0.0916206 -0.0926346 -0.0883075 -0.0862856 -0.085001 -0.0841474 0.796977 0.113829 0.215776 0.215776 0.194508 0.202766 0.0891199 0.831795 1 0.194293 nan 0.229219 0.000437797 0.108831 -0.00666633 0.210231 0.041335 0.169615 0.0114501 0.0870242 0.0125822 0.0341929 0.069352 0.113084 0.182234 0.210604 0.162737 0.0838078 0.0535661 0.0133885 0.000441804 0.0357972 0.215776 0.0203463 0.1856 0.139207 0.0970528 0.156188 0.105741 0.193995 0.222297 0.0834706 0.00699257 0.00288439 0.0668531 0.0737504 0.254663 0.115296 0.0167088 0.0398453 0.00642607 0.051502 0.26062 0.168379 0.0967564 -0.000980817 0.00935701 0.00550321 0.043398 -0.00389003 0.0115379 0.0180582 0.0178263 0.183227 0.227991 0.245894 0.0196893 0.0787302 0.223497 0.234709 0.181443 0.150284 0.099948 0.0694811 0.00917934 0.0187395 0.117787 0.163971 0.181184 0.144268 0.152415 0.189772 0.190503 0.186404 0.166838 0.14699 0.0986713 0.140345 0.0798102 -0.00161095 0.00548649
cc_000 0.477043 0.0378404 -0.0176012 -0.000910662 0.027399 0.0421866 0.0552652 0.256764 0.376573 0.547639 0.644775 0.862091 0.803259 0.661436 0.388688 0.113357 0.817565 0.20252 0.0975557 0.0491095 0.366801 0.372691 0.821534 0.806837 0.764539 0.775051 0.142136 0.0428243 0.109161 0.0413587 0.208359 0.23193 0.120713 0.0993711 0.145882 0.168823 0.18875 0.323019 0.56651 0.747883 0.659515 0.0565226 0.333567 0.443896 0.302354 0.275413 0.740677 0.839618 0.17018 0.186248 0.0703881 0.0339351 0.877506 0.876073 0.848558 0.878949 0.887556 0.840234 0.753422 0.69876 0.518165 0.4177 0.826671 0.238968 0.269438 0.232293 0.31153 0.815556 0.797612 0.696049 0.730604 0.00353497 -0.0444861 -0.118241 -0.166804 -0.199056 -0.222927 -0.239655 -0.247442 0.280459 0.476617 0.826302 0.826302 0.996545 0.914237 0.34065 0.146284 0.194293 1 nan 0.34978 -0.000915158 0.238118 0.00569762 0.8676 0.330221 0.751423 0.176903 0.461811 0.268685 0.451645 0.57132 0.725029 0.887464 0.82752 0.617417 0.447652 0.317226 0.168008 -0.000910474 0.137007 0.826302 0.0625859 0.734839 0.645713 0.754178 0.782852 0.775459 0.888777 0.532033 0.175497 0.022385 0.022098 0.127777 0.215841 0.424421 0.33632 0.0438097 0.158945 0.0139369 0.0379878 0.45404 0.503387 0.233591 0.010049 0.0679414 0.0177079 0.142079 0.000397665 0.0326144 0.0168756 0.0199944 0.767993 0.462141 0.461109 0.165265 0.311433 0.568486 0.559086 0.386875 0.428092 0.303813 0.273266 0.0144702 0.0155658 0.316908 0.673487 0.704912 0.823786 0.797503 0.862296 0.811946 0.763655 0.73783 0.688287 0.521053 0.433579 0.218545 0.006864 0.00816228
cd_000 nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan
ce_000 0.207369 0.0413817 0.0502405 -0.00183512 0.0659773 0.0928096 0.0357371 0.0392394 0.106691 0.228989 0.317522 0.326348 0.216789 0.201361 0.161188 0.0277925 0.41921 0.0411039 -0.00185943 0.000448007 0.232748 0.223133 0.410735 0.416904 0.334059 0.322435 0.242743 0.0045133 0.0868632 0.0321172 0.347722 0.453613 -0.00258872 -0.00320377 -0.00717409 -0.00565386 -0.00422454 0.0528973 0.139668 0.243187 0.352236 0.0403003 0.0833113 0.104905 0.0659042 0.114584 0.232535 0.281553 0.263403 0.253834 0.108391 0.00134153 0.320825 0.351759 0.312855 0.295873 0.271535 0.217391 0.149998 0.190081 0.157916 0.251399 0.40057 0.331497 0.353952 0.380306 0.122181 0.419571 0.36673 0.348505 0.283549 -0.0792762 -0.126066 -0.179409 -0.209084 -0.218913 -0.219434 -0.215782 -0.211343 0.22057 0.207431 0.401841 0.401841 0.360703 0.294419 -0.0027865 0.225797 0.229219 0.34978 nan 1 -0.00184162 0.423653 0.00803165 0.380094 0.176249 0.346535 0.0261169 0.30826 0.0753989 0.149944 0.25051 0.27439 0.243363 0.25786 0.32772 0.355873 0.320242 0.107246 -0.00183263 0.158054 0.401841 0.0752775 0.316407 0.215276 0.253507 0.293998 0.186552 0.313848 0.351242 0.180621 0.023246 -0.00130101 0.167664 0.298062 0.599889 0.398875 0.0642011 0.213406 0.0264704 0.01101 0.63656 0.624038 0.426651 0.0281508 0.125169 0.00218834 0.197719 0.00363694 0.0556259 0.00357947 0.00143116 0.326901 0.29195 0.346372 0.23262 0.447435 0.528405 0.585054 0.15835 0.113134 0.534436 0.377497 0.0331804 0.0442941 0.278344 0.337854 0.334674 0.310242 0.250979 0.283077 0.270049 0.245542 0.238198 0.269715 0.264764 0.0872131 0.0497455 0.015106 0.0198025
cf_000 -0.000575471 2.55095e-05 -0.00203378 1 -0.000193261 -0.000234146 -4.19319e-05 -5.4848e-05 -0.000123796 -0.000257001 -0.000422225 -0.000728542 -0.00094116 -0.000819814 -0.000420239 -7.59143e-05 -0.0010483 -0.000106103 -3.69559e-05 -4.6819e-05 -0.000264032 -0.000258621 -0.00107235 -0.00106564 -0.000558979 -0.000847043 -0.000301689 -2.73031e-05 -0.000128083 -3.03127e-05 -0.000575153 -0.000894064 -2.52866e-05 -1.40572e-05 -9.26715e-06 -1.98455e-05 -2.58168e-06 -0.000124263 -0.000698973 -0.000722123 -0.000588873 -4.85025e-05 2.93345e-05 -0.000130777 -4.33802e-05 -0.000333919 -0.000903422 -0.000627747 -0.000418982 -0.000203497 -0.000165745 -3.42309e-05 -0.000742111 -0.000900697 -0.000795988 -0.000871813 -0.000916385 -0.000862868 -0.000740559 -0.000914515 -0.000241376 -0.00025082 -0.000938149 -0.000488712 -0.000454683 -0.000520935 -0.000176334 -0.00105021 -0.0008829 -0.000456574 -0.000572324 0.000250837 0.000373503 0.000273808 0.000255816 0.000205063 0.000154862 0.000111432 8.66772e-05 0.00515716 -0.000577157 -0.000940883 -0.000940883 -0.000869489 -0.000959221 -0.000100036 0.000362724 0.000437797 -0.000915158 nan -0.00184162 1 -0.000926489 -6.35373e-05 -0.000991186 -0.000182642 -0.000664054 -0.000129404 -0.000136799 -7.94513e-05 -0.000186471 -0.000348181 -0.000473702 -0.000736791 -0.00101565 -0.000917595 -0.000422305 -0.000261686 -5.66534e-05 1 -0.000195933 -0.000940883 -1.01186e-06 0.00013974 -0.000517719 -0.000340948 -0.00072283 -0.000357895 -0.000957383 -0.00104606 -0.000163696 5.0887e-05 -6.29706e-06 -0.000449998 -0.000450171 -0.00188516 -0.00065817 -0.000107441 -0.000242644 -0.000123917 -0.000833838 -0.00191767 -0.000831113 -0.000588979 -3.68141e-05 -9.49192e-05 -1.15298e-06 -0.000286785 7.00301e-06 -9.70737e-05 -4.73722e-05 -4.36534e-05 -0.00077408 -0.00138867 -0.00162118 -7.5355e-05 -0.00046159 -0.00122205 -0.00135627 -0.001003 -0.000677997 -0.000438996 -0.000348118 -7.87043e-05 -0.000118295 -0.000503816 -0.000811174 -0.000898101 -0.000562227 -0.000642828 -0.000903897 -0.00094497 -0.000933611 -0.000762833 -0.000767495 -0.000469663 -0.000806655 -0.000504477 -8.2183e-05 -9.08527e-05
cg_000 0.119182 0.0211697 -0.0292334 -0.000924046 0.0282666 0.0413175 0.0141869 0.0104891 0.0461623 0.124581 0.193754 0.206965 0.159841 0.18572 0.1749 0.0182776 0.253447 0.0403834 0.0166227 0.0124537 0.174828 0.175381 0.238764 0.242866 0.228624 0.198237 0.168104 0.026617 0.0595231 0.0227243 0.186783 0.212091 0.00257828 0.00213487 0.00147918 0.00383145 0.00259392 0.0773157 0.120221 0.168823 0.199175 0.0738468 0.0647095 0.0711406 0.0383102 0.091023 0.166353 0.194865 0.115706 0.129044 0.0268133 0.0015594 0.242247 0.217287 0.205236 0.18852 0.174058 0.141439 0.0939034 0.106468 0.111121 0.176365 0.244663 0.177168 0.177441 0.247065 0.0808772 0.253667 0.228773 0.251002 0.183718 -0.00822073 -0.0221003 -0.048289 -0.0648168 -0.0737398 -0.0793175 -0.0821124 -0.0818551 0.115136 0.119164 0.245413 0.245413 0.248264 0.195243 0.0535214 0.110951 0.108831 0.238118 nan 0.423653 -0.000926489 1 0.000973304 0.235867 0.0917338 0.226431 0.0100035 0.198795 0.0293708 0.075352 0.13642 0.159319 0.153868 0.175451 0.303047 0.345369 0.240138 0.0787708 -0.0009225 0.0883413 0.245413 0.133852 0.210106 0.148098 0.224596 0.1904 0.1415 0.204681 0.203243 0.137418 0.025662 0.000156263 0.194995 0.311042 0.418706 0.348809 0.0453615 0.35507 0.0190015 0.00673396 0.503101 0.290883 0.169773 0.0063464 0.0345309 0.00187318 0.08241 0.000167396 0.01493 0.0023898 0.00267517 0.213427 0.121353 0.131017 0.199082 0.251577 0.278584 0.298698 0.0925978 0.0867325 0.311934 0.29702 0.00898579 0.0141924 0.160462 0.295834 0.239469 0.214756 0.227726 0.179041 0.163023 0.140881 0.124438 0.165457 0.164725 0.0358556 0.0159668 -0.000476995 0.000397266
ch_000 0.00520859 0.00143253 -0.00732383 -6.36211e-05 -0.000692872 -0.000841974 -0.000128452 -1.73928e-05 0.00182221 0.00890745 0.0125931 0.00621799 0.000183496 -0.000531342 0.0006722 -0.000118342 0.0122504 0.00158515 -7.92758e-05 -0.000137119 0.0104553 0.0102759 0.0117085 0.0124441 0.00766409 0.00860113 0.00972591 -1.29077e-05 -0.000358156 -0.000101288 0.00117708 0.00409138 5.96712e-06 4.17917e-06 9.54995e-06 -2.03037e-05 9.02709e-08 -0.000465287 -0.00109692 0.00923545 0.00394208 -0.000151539 0.000869505 0.00216144 0.00111017 -3.53132e-05 0.0108002 0.00223573 -0.00133293 -0.000584458 -0.000292017 -0.000128128 0.00658191 0.00736063 0.00567526 0.00511088 0.00346436 0.00171052 0.000571001 0.0013695 0.00375613 0.00329076 0.0110817 0.00944522 0.00682014 0.0022959 0.000819935 0.0122616 0.00920697 0.00347695 0.0101361 -0.000675452 -0.00127544 -0.00175511 -0.0023363 -0.00347406 -0.00472737 -0.00546895 -0.00726002 -0.0049623 0.00520529 0.0111142 0.0111142 0.00532331 0.00372885 -0.000266441 0.00476617 -0.00666633 0.00569762 nan 0.00803165 -6.35373e-05 0.000973304 1 0.00879688 0.0161139 0.0125275 0.00222565 0.00278937 0.000197108 0.00717881 0.0185488 0.0134809 0.00281367 -0.000593926 -0.00143313 -0.00102819 -0.000738315 -0.000174813 -6.30337e-05 0.0026975 0.0111142 -0.000120258 -0.000278767 0.0018869 0.0093668 0.00270238 0.0119256 0.00397905 -0.00303091 -0.00148432 -0.000150667 4.99575e-06 -0.000265659 0.00130834 0.0172381 0.0175164 -0.000385806 -0.00100107 -0.000460299 -0.0030295 0.0151983 0.00856518 -0.00107178 0.0209589 0.0144133 -4.9572e-06 0.0302309 -1.33055e-05 -0.000375066 -0.000160112 -0.000152982 0.00874383 0.00041862 0.00114116 0.00059366 0.00937465 0.0084908 0.00947953 -0.00274547 -0.00182754 0.0196406 -0.00100201 -0.000277122 -0.000426231 0.00238848 0.00313529 0.00164451 0.0094624 0.00248632 0.00268563 0.00194144 0.00145419 0.00118612 0.00151702 0.0122815 -0.0010386 -0.00157915 -0.000295585 -0.000329947
ci_000 0.549142 0.0365125 -0.0214906 -0.000987977 0.0396173 0.0563586 0.0229558 0.100698 0.264518 0.44166 0.559495 0.789326 0.753557 0.594018 0.305814 0.0838914 0.929901 0.19103 0.0949004 0.0376321 0.451727 0.458679 0.930115 0.920995 0.858805 0.849717 0.148761 0.0465499 0.0955837 0.0336247 0.19196 0.231346 0.105807 0.0886161 0.146599 0.167293 0.18935 0.316754 0.539807 0.683566 0.556637 0.0368086 0.284894 0.382683 0.263578 0.242615 0.686322 0.748678 0.162018 0.171596 0.0650465 0.0284832 0.7655 0.793042 0.798405 0.82281 0.827795 0.790967 0.719459 0.650872 0.444837 0.33647 0.934401 0.276592 0.308001 0.269241 0.304967 0.928935 0.890396 0.809638 0.798156 0.00613382 -0.0470781 -0.129304 -0.18422 -0.221352 -0.249523 -0.270848 -0.282289 0.304578 0.549302 0.931902 0.931902 0.867252 0.873971 0.339532 0.151344 0.210231 0.8676 nan 0.380094 -0.000991186 0.235867 0.00879688 1 0.306227 0.797048 0.166087 0.422751 0.130106 0.310804 0.489394 0.649776 0.823835 0.757805 0.534565 0.402158 0.302049 0.171197 -0.000985714 0.142912 0.931902 0.0667549 0.668237 0.59711 0.629793 0.638634 0.676079 0.835412 0.495521 0.163507 0.0203793 0.0210893 0.101322 0.19834 0.459692 0.391639 0.0431002 0.139416 0.0158722 0.0325494 0.481831 0.510161 0.255026 0.0227381 0.0600535 0.0141236 0.135518 7.1957e-05 0.0287556 0.0035599 0.00412724 0.84761 0.483765 0.481802 0.178533 0.35389 0.595373 0.587143 0.375332 0.416942 0.362927 0.297006 0.0152658 0.0188052 0.339418 0.625705 0.656047 0.656936 0.695704 0.792255 0.767445 0.730564 0.700803 0.665643 0.528179 0.440385 0.225658 0.0109893 0.0170122
cj_000 0.183144 0.0400812 -0.013085 -0.000182699 0.00191408 0.00413889 0.0110015 0.117569 0.264001 0.356009 0.350931 0.307873 0.122981 0.11704 0.195054 0.147506 0.353997 0.0187134 0.0105935 0.00091776 0.250374 0.265214 0.369802 0.372208 0.353218 0.370198 0.104051 0.00124443 0.241509 0.11708 0.0953987 0.0870751 0.0092813 0.0159255 -0.000750146 -0.000187743 -0.00149815 0.010291 0.0276299 0.24471 0.373035 0.0231604 0.193609 0.180036 0.0945578 0.0406749 0.219716 0.274713 0.103428 0.164838 0.0649327 -0.000552657 0.323907 0.338884 0.250085 0.231476 0.205842 0.151389 0.0997466 0.134394 0.163863 0.167358 0.383528 0.111399 0.104912 0.095603 0.0747111 0.348773 0.361914 0.234549 0.412388 0.0212494 0.00149964 -0.0251021 -0.046346 -0.0614115 -0.0741479 -0.0844864 -0.0901954 0.0867389 0.183193 0.3797 0.3797 0.324232 0.235929 0.0140444 0.0244055 0.041335 0.330221 nan 0.176249 -0.000182642 0.0917338 0.0161139 0.306227 1 0.320643 0.0880417 0.211593 0.17017 0.274889 0.316412 0.322833 0.240266 0.193519 0.182779 0.149711 0.114752 0.0365186 -0.000182392 0.0417232 0.3797 0.00573618 0.124876 0.111836 0.411318 0.427192 0.306331 0.200015 0.129628 0.0455769 -0.000239578 -0.000454052 0.040947 0.0747511 0.165104 0.123197 0.0188112 0.04184 0.000366386 -0.00898321 0.179212 0.246997 0.104415 0.0420689 0.183619 0.0411715 0.37143 0.0128441 0.0523582 0.129529 0.149055 0.319351 0.0660091 0.0655634 0.0880757 0.128333 0.16696 0.167323 0.0697832 0.0557714 0.128223 0.0890055 0.0089888 0.0213483 0.0603443 0.143974 0.127814 0.521626 0.201563 0.239857 0.185441 0.151963 0.216389 0.16883 0.079099 -0.0123837 -0.0138642 0.0039792 0.00897365
ck_000 0.416238 0.0347578 -0.0188881 -0.000655936 0.0231502 0.030328 0.0332511 0.100733 0.263608 0.408041 0.503565 0.656733 0.605584 0.587597 0.47267 0.117301 0.779666 0.294216 0.14886 0.0668002 0.397869 0.411842 0.777627 0.751945 0.800274 0.807077 0.152657 0.0420795 0.174215 0.0521578 0.225182 0.239423 0.125549 0.106838 0.0777022 0.0963283 0.0924728 0.23462 0.392863 0.596375 0.539615 0.0957868 0.301397 0.388076 0.278814 0.310661 0.614104 0.617027 0.144046 0.162968 0.0491323 0.0360356 0.760696 0.652054 0.629636 0.642735 0.633149 0.573807 0.496438 0.519509 0.401903 0.290653 0.804926 0.183041 0.202827 0.200072 0.286972 0.779518 0.808017 0.645057 0.829729 0.0441723 -0.00692298 -0.0784031 -0.12592 -0.160546 -0.185365 -0.205953 -0.215948 0.295704 0.416413 0.802365 0.802365 0.746252 0.679827 0.239288 0.116873 0.169615 0.751423 nan 0.346535 -0.000664054 0.226431 0.0125275 0.797048 0.320643 1 0.166406 0.394428 0.140677 0.293871 0.434077 0.540496 0.631357 0.664853 0.627935 0.450817 0.284867 0.112087 -0.000659447 0.128838 0.802365 0.0552883 0.564099 0.523891 0.736905 0.753151 0.59734 0.6313 0.418039 0.134557 0.0187769 0.0149824 0.181198 0.249963 0.367362 0.302114 0.0421011 0.189316 0.0170583 0.0162109 0.404464 0.533055 0.241074 0.016376 0.0529713 0.0117816 0.134103 0.000755641 0.0208954 -0.00422662 -0.00263378 0.795385 0.274421 0.281497 0.125132 0.25819 0.437363 0.440664 0.279843 0.313352 0.26499 0.241435 0.00890703 0.0128188 0.24242 0.530016 0.544157 0.793539 0.705976 0.608059 0.519888 0.464772 0.470085 0.465705 0.373483 0.223805 0.108441 0.00580982 0.0132003
cl_000 0.0915364 0.00470273 -0.0219682 -0.000129524 0.000363473 0.00110664 0.0011644 0.0322254 0.0982768 0.14034 0.13082 0.157891 0.136937 0.109615 0.0664335 0.0276036 0.142561 0.0300104 0.0196076 0.00436578 0.0942904 0.0986862 0.141282 0.135631 0.159898 0.153277 0.0375672 0.00559074 0.023676 0.0142609 0.00957953 0.0143698 0.0177792 0.0118978 0.00611749 0.0162851 0.0169807 0.0455752 0.102011 0.150455 0.119348 0.00589711 0.131452 0.140303 0.0747645 0.054643 0.138018 0.154297 0.0214191 0.0275243 0.00939667 -0.000627822 0.157329 0.169266 0.158063 0.1616 0.159063 0.150606 0.141977 0.139917 0.0985528 0.059857 0.153968 0.0346869 0.0411547 0.0302477 0.0865411 0.140413 0.144837 0.127753 0.162084 0.0249146 0.0161559 0.00254605 -0.00833427 -0.0178568 -0.0250606 -0.0312684 -0.0357051 0.0539923 0.0894147 0.149192 0.149192 0.176245 0.181135 0.073078 -0.00443932 0.0114501 0.176903 nan 0.0261169 -0.000129404 0.0100035 0.00222565 0.166087 0.0880417 0.166406 1 0.128699 0.0408017 0.113218 0.135664 0.14987 0.163717 0.140991 0.0899594 0.0638203 0.0398743 0.0241729 -0.00012919 0.0236941 0.149192 0.00554403 0.129826 0.121526 0.153806 0.155523 0.17184 0.156005 0.0584263 0.012907 -0.000771617 -0.000164035 0.00613737 0.0244789 0.0661452 0.0670789 0.00738885 0.00982637 -2.44039e-05 -0.00766956 0.0666526 0.0806391 0.0331198 0.000914001 0.0179809 0.00368759 0.0345434 -0.00028785 0.00159798 -0.000299549 -0.000362723 0.147157 0.0734149 0.0682775 0.0464722 0.0561998 0.0884358 0.0859173 0.044887 0.0601556 0.043758 0.0246449 -0.000242899 -0.000192325 0.0398401 0.0197027 0.017941 0.164453 0.143248 0.158352 0.143591 0.135779 0.155277 0.140364 0.0774202 0.0531164 0.0176786 -0.00061721 -0.000371454
cm_000 0.271144 0.0598003 0.0215405 -0.000135324 0.0463828 0.0690805 0.00557874 0.0788667 0.29354 0.507114 0.553059 0.496245 0.175554 0.0864825 0.119701 0.0863623 0.415948 0.0136808 0.0026453 -0.00158694 0.327896 0.339135 0.421894 0.434414 0.441956 0.335944 0.182655 0.0340729 0.080611 0.0587303 0.141144 0.205102 0.0202328 0.00430342 0.208611 0.191802 0.149475 0.0798884 0.0301013 0.360598 0.495323 0.020052 0.421055 0.417602 0.217342 0.0524814 0.24043 0.43856 0.256919 0.273116 0.103494 0.00307234 0.378318 0.475615 0.498345 0.463865 0.406518 0.298893 0.190489 0.213214 0.282681 0.341392 0.4454 0.268095 0.257458 0.262613 0.143087 0.41501 0.364743 0.475987 0.361814 0.0444299 0.0198734 -0.0218727 -0.0541761 -0.0734891 -0.0893311 -0.101282 -0.107337 0.144526 0.271169 0.445249 0.445249 0.489784 0.416519 0.0272278 0.0655239 0.0870242 0.461811 nan 0.30826 -0.000136799 0.198795 0.00278937 0.422751 0.211593 0.394428 0.128699 1 0.113426 0.344312 0.510169 0.511867 0.368346 0.232427 0.205975 0.320806 0.333587 0.106474 -0.000131849 0.0637372 0.445249 0.0781064 0.422612 0.325237 0.364491 0.419713 0.354969 0.397913 0.319518 0.133959 0.0175814 0.00380456 0.0394607 0.107505 0.35934 0.369861 0.0633169 0.0260439 0.0056471 0.0108608 0.347074 0.346113 0.243592 0.00814535 0.097029 0.0276066 0.15646 0.00123842 0.0379551 0.00585294 0.00713263 0.336676 0.1243 0.143115 0.153323 0.297971 0.321317 0.31795 0.182581 0.127853 0.3719 0.221667 0.0172067 0.0407093 0.156469 0.569108 0.543094 0.423648 0.278181 0.356859 0.347224 0.309783 0.393753 0.447258 0.373851 0.0215251 -0.0119919 0.00822341 0.0197879
cn_000 0.0877763 0.0234197 -0.00895937 -7.85865e-05 0.00111284 0.00230005 0.160504 0.86096 0.745878 0.529701 0.374665 0.246103 0.0677206 0.035999 0.0596096 0.0599879 0.123555 0.0396518 0.00381698 -0.00017146 0.225073 0.225391 0.117327 0.129696 0.124708 0.118126 0.0642264 0.00681319 0.0656153 0.00868037 0.0669479 0.0731418 0.00872751 0.00307202 0.000497518 0.000299364 0.00138419 -0.000945032 0.0274987 0.222742 0.339702 0.0239905 0.104729 0.169388 0.104786 0.0291314 0.10388 0.302667 0.112531 0.294365 0.0530099 -0.000387439 0.227351 0.290207 0.253574 0.261075 0.24614 0.195816 0.135148 0.166405 0.275638 0.415312 0.133275 0.0631223 0.0687301 0.0443594 0.0524577 0.121393 0.109255 0.0904117 0.142492 0.0171102 0.00614368 -0.00392447 -0.0151679 -0.0210829 -0.0273251 -0.0325878 -0.0372631 0.043287 0.0874943 0.130211 0.130211 0.26417 0.160539 0.0169436 0.00691415 0.0125822 0.268685 nan 0.0753989 -7.94513e-05 0.0293708 0.000197108 0.130106 0.17017 0.140677 0.0408017 0.113426 1 0.725496 0.405627 0.314115 0.198305 0.0988378 0.0998471 0.148175 0.152541 0.0462759 -7.87643e-05 0.0111767 0.130211 0.00795088 0.193083 0.154036 0.247244 0.281748 0.293445 0.231959 0.0900808 0.0297061 0.0345109 0.0264332 0.0181847 0.0537045 0.101486 0.0947835 0.0218461 0.00973664 -0.000167255 -0.0024397 0.101223 0.0981265 0.0659564 0.0318081 0.0750159 0.00516385 0.0827916 -0.000141001 0.0024775 -0.000409598 -0.000450064 0.11843 0.0564387 0.0600451 0.0259305 0.0676848 0.08944 0.0957205 0.0360229 0.0413915 0.0696203 0.0306225 0.000761079 0.00505083 0.0460986 0.0645974 0.0718525 0.328364 0.171586 0.221167 0.204749 0.221348 0.29278 0.25169 0.095443 0.00991243 0.000646902 0.00749617 0.0193774
cn_001 0.221363 0.0186633 -0.0173611 -0.000185123 0.0091748 0.0171904 0.127231 0.771711 0.894179 0.889724 0.704383 0.471043 0.112888 0.0414159 0.0680943 0.0492368 0.283532 0.0180194 0.00776915 -0.000416391 0.436534 0.447963 0.287582 0.314103 0.308096 0.260068 0.138345 0.0511482 0.0404168 0.0264473 0.0873628 0.115526 0.00212794 -0.000254595 -0.00120003 -0.000952821 -0.000408289 -0.00282752 0.0407544 0.431579 0.565355 0.0325634 0.234745 0.304064 0.174195 0.0500185 0.293491 0.489754 0.0967377 0.255285 0.0349015 -0.00061564 0.358606 0.569735 0.52881 0.512733 0.449448 0.332004 0.218712 0.284853 0.43179 0.504747 0.320288 0.140838 0.149466 0.128446 0.0909709 0.27937 0.260393 0.258993 0.321072 0.0295441 0.00862133 -0.0142159 -0.0344731 -0.0498573 -0.0622792 -0.0717239 -0.0781856 0.0913403 0.220918 0.314269 0.314269 0.452901 0.357302 0.00971788 0.0184078 0.0341929 0.451645 nan 0.149944 -0.000186471 0.075352 0.00717881 0.310804 0.274889 0.293871 0.113218 0.344312 0.725496 1 0.825161 0.658651 0.362218 0.154688 0.103365 0.150575 0.120995 0.0338163 -0.000184439 0.0299561 0.314269 0.0105051 0.326359 0.271971 0.438961 0.453957 0.483122 0.435331 0.147266 0.0563611 0.00484243 0.00419042 0.0346197 0.104114 0.251936 0.251146 0.0216228 0.0182732 0.00767993 0.0158071 0.250689 0.184489 0.117119 0.0197308 0.0661171 0.0269215 0.118206 -0.000212928 0.00647073 -0.000769273 -0.000785503 0.254412 0.0903902 0.0982333 0.0987968 0.166966 0.176997 0.179829 0.0686415 0.0528434 0.177493 0.0840333 0.00688593 0.00441217 0.0921677 0.205395 0.196218 0.515592 0.267219 0.378575 0.356365 0.372243 0.530228 0.484603 0.310241 0.0126485 -0.0124361 0.00818506 0.00836807
cn_002 0.330113 0.0222292 -0.0285796 -0.000347109 0.0339903 0.0543552 0.0618383 0.420002 0.64862 0.909371 0.895639 0.660441 0.178181 0.0679614 0.0927299 0.0550078 0.456746 0.027019 0.0067696 -0.000732643 0.517181 0.532961 0.471191 0.502231 0.482076 0.392667 0.187977 0.0774892 0.0434702 0.0345957 0.0921295 0.168533 0.0205675 0.00380998 0.000783206 0.00298047 0.00520327 0.0053503 0.0558748 0.580802 0.686868 0.0241064 0.306287 0.358052 0.204323 0.0577489 0.432231 0.597831 0.136916 0.234834 0.0515567 -0.00109592 0.447485 0.748997 0.751631 0.690666 0.576478 0.410766 0.2675 0.347412 0.484299 0.495663 0.50421 0.235609 0.249816 0.241377 0.13003 0.453594 0.419878 0.448632 0.4615 0.0326888 0.00264536 -0.0377414 -0.0707073 -0.0955462 -0.116317 -0.130133 -0.139469 0.143245 0.329662 0.49941 0.49941 0.582133 0.515767 0.0267642 0.0384626 0.069352 0.57132 nan 0.25051 -0.000348181 0.13642 0.0185488 0.489394 0.316412 0.434077 0.135664 0.510169 0.405627 0.825161 1 0.888466 0.485282 0.222297 0.145413 0.186955 0.142208 0.0434002 -0.000344499 0.056757 0.49941 0.0274583 0.428243 0.36759 0.523906 0.545084 0.550814 0.588778 0.25478 0.11654 0.0131503 0.0156713 0.037723 0.129444 0.396886 0.416319 0.0249758 0.0246196 0.0117573 0.0362118 0.390461 0.292092 0.179197 0.0133194 0.073116 0.0327988 0.141181 0.00107584 0.0228889 -0.000447252 -0.000350503 0.383443 0.121677 0.134462 0.156494 0.305345 0.28417 0.286472 0.105586 0.0843041 0.34056 0.171493 0.0202544 0.0173749 0.166123 0.367022 0.342168 0.59918 0.326601 0.469094 0.444403 0.438294 0.595161 0.645098 0.601351 0.0368342 -0.0189241 0.0140663 0.00884853
cn_003 0.410723 0.0182341 -0.028262 -0.000472628 0.03682 0.0588672 0.0490234 0.323764 0.490145 0.769479 0.89665 0.859046 0.383541 0.193741 0.14426 0.0721523 0.616309 0.0757386 0.0198008 0.00349756 0.434422 0.452953 0.634152 0.650913 0.605816 0.542695 0.171457 0.06721 0.0604203 0.0352436 0.105388 0.181446 0.129051 0.059588 0.074653 0.0883643 0.0956648 0.113551 0.206775 0.660049 0.758895 0.0221841 0.315239 0.383647 0.230676 0.0850914 0.540582 0.757916 0.128403 0.173264 0.0387823 0.00327435 0.610023 0.870527 0.870807 0.824479 0.728276 0.583094 0.448065 0.476231 0.525796 0.478876 0.651092 0.263336 0.268182 0.246314 0.189542 0.613974 0.580411 0.575478 0.56721 0.0231062 -0.0124741 -0.0689154 -0.109982 -0.140765 -0.16589 -0.182912 -0.193708 0.188589 0.410218 0.647362 0.647362 0.731806 0.684268 0.150518 0.0691641 0.113084 0.725029 nan 0.27439 -0.000473702 0.159319 0.0134809 0.649776 0.322833 0.540496 0.14987 0.511867 0.314115 0.658651 0.888466 1 0.713315 0.398314 0.216238 0.198551 0.141725 0.0841102 -0.000469661 0.0765215 0.647362 0.0302602 0.556339 0.490994 0.611269 0.64253 0.678747 0.744099 0.36994 0.161061 0.0285922 0.026778 0.0397393 0.122975 0.418726 0.404583 0.023656 0.0337674 0.00902109 0.0376804 0.413355 0.353722 0.1982 0.0100281 0.0662363 0.024667 0.137059 0.00154828 0.028327 0.00297194 0.00270178 0.52164 0.252229 0.255771 0.165873 0.347838 0.398471 0.393116 0.204995 0.208915 0.353874 0.225581 0.022168 0.0218398 0.241421 0.49468 0.487379 0.69495 0.48631 0.649027 0.617989 0.590029 0.665705 0.710836 0.693463 0.19123 0.0440751 0.012735 0.00702002
cn_004 0.450718 0.022745 -0.0178642 -0.000735197 0.0201265 0.0310595 0.0344695 0.187295 0.283764 0.46582 0.601783 0.904571 0.855854 0.600161 0.26805 0.0865459 0.760392 0.158889 0.0788316 0.0369614 0.250907 0.260948 0.774159 0.756147 0.695084 0.720617 0.0992311 0.0292781 0.0660019 0.024734 0.135163 0.153497 0.156861 0.117466 0.220464 0.251103 0.267878 0.357303 0.624831 0.75358 0.582632 0.0197359 0.296968 0.406935 0.271571 0.191463 0.697198 0.883748 0.161231 0.197295 0.0509616 0.0287269 0.873075 0.863114 0.846092 0.891944 0.919273 0.894907 0.822764 0.706956 0.477567 0.402711 0.76583 0.201957 0.224429 0.174122 0.305463 0.759515 0.743634 0.648877 0.651999 -0.00315402 -0.0447168 -0.114878 -0.159924 -0.190507 -0.214053 -0.231352 -0.24048 0.254806 0.450516 0.765235 0.765235 0.880021 0.900325 0.370497 0.12888 0.182234 0.887464 nan 0.243363 -0.000736791 0.153868 0.00281367 0.823835 0.240266 0.631357 0.163717 0.368346 0.198305 0.362218 0.485282 0.713315 1 0.842915 0.487144 0.330168 0.204767 0.128403 -0.000732636 0.10455 0.765235 0.0412161 0.762377 0.657619 0.672831 0.710527 0.749769 0.935047 0.544988 0.174803 0.0210193 0.022372 0.0547405 0.106987 0.353914 0.26901 0.0257519 0.0553342 0.00922817 0.0297203 0.359431 0.407226 0.169851 0.00594318 0.0472054 0.0111307 0.0918782 -1.19656e-05 0.0218986 0.0060524 0.00630573 0.704357 0.493675 0.48332 0.11828 0.237578 0.529588 0.515928 0.383104 0.436001 0.227754 0.197221 0.0108671 0.0115934 0.279813 0.626751 0.668344 0.733602 0.768453 0.928125 0.91267 0.879581 0.754753 0.686916 0.530565 0.512046 0.248582 0.00387117 0.00370419
cn_005 0.379163 0.0195755 0.00116051 -0.00101196 0.00988488 0.0131522 0.0424957 0.0699993 0.141963 0.243615 0.350898 0.687153 0.954981 0.863302 0.441722 0.112749 0.701542 0.256691 0.13156 0.0697698 0.129516 0.13369 0.699931 0.659448 0.649672 0.724388 0.0504633 0.0126191 0.105045 0.0229976 0.183693 0.15525 0.0898171 0.120019 0.137331 0.16069 0.190403 0.377464 0.71385 0.716447 0.406095 0.0308867 0.261944 0.380488 0.278626 0.352647 0.741932 0.732786 0.135049 0.160074 0.0424629 0.0454298 0.88643 0.712236 0.672632 0.746438 0.821084 0.852024 0.823876 0.737676 0.408803 0.280368 0.692426 0.129648 0.167336 0.116286 0.313261 0.701674 0.722916 0.567971 0.63719 -0.0153019 -0.0589874 -0.124802 -0.164348 -0.187258 -0.203958 -0.215803 -0.219841 0.281578 0.379159 0.693375 0.693375 0.814743 0.852444 0.396516 0.164843 0.210604 0.82752 nan 0.25786 -0.00101565 0.175451 -0.000593926 0.757805 0.193519 0.664853 0.140991 0.232427 0.0988378 0.154688 0.222297 0.398314 0.842915 1 0.758966 0.444569 0.23244 0.0949692 -0.00101155 0.126415 0.693375 0.0402601 0.732284 0.632621 0.675583 0.706685 0.677586 0.832161 0.538152 0.160662 0.0136444 0.0127646 0.119681 0.176781 0.300892 0.169979 0.0262417 0.150087 0.017726 0.0313407 0.336877 0.41423 0.145403 0.00364685 0.031871 0.00425183 0.0646818 -0.000241951 0.015557 0.0167839 0.0209511 0.715697 0.496491 0.488968 0.0837031 0.159005 0.502114 0.492788 0.409784 0.471121 0.134328 0.18375 0.00374209 0.0033689 0.267704 0.598493 0.644506 0.718531 0.847804 0.859281 0.811935 0.771042 0.613472 0.515357 0.35064 0.532092 0.313709 -0.00173177 0.00207808
cn_006 0.236065 0.0310351 0.0157305 -0.000903568 0.0135676 0.0158987 0.0310537 0.0350184 0.131455 0.207194 0.299696 0.46964 0.669748 0.812978 0.640756 0.120651 0.499919 0.244929 0.125368 0.0715856 0.117223 0.115375 0.484718 0.450055 0.484106 0.540188 0.0608661 0.0107502 0.161983 0.0367012 0.306957 0.250147 0.029028 0.0320167 0.0358822 0.0447696 0.0550103 0.294122 0.509896 0.591762 0.304536 0.16451 0.222157 0.305644 0.250515 0.461943 0.577125 0.506869 0.216002 0.279224 0.0740359 0.0543062 0.752783 0.509121 0.471636 0.515096 0.555299 0.552585 0.498352 0.515855 0.344929 0.35208 0.49034 0.115868 0.159503 0.118605 0.206787 0.500261 0.540317 0.397352 0.494858 -0.00814874 -0.0455428 -0.0951258 -0.12403 -0.140917 -0.150105 -0.156641 -0.155324 0.222331 0.236018 0.491519 0.491519 0.609839 0.577573 0.245132 0.135371 0.162737 0.617417 nan 0.32772 -0.000917595 0.303047 -0.00143313 0.534565 0.182779 0.627935 0.0899594 0.205975 0.0998471 0.103365 0.145413 0.216238 0.487144 0.758966 1 0.772733 0.424935 0.114175 -0.000915959 0.134391 0.491519 0.0688535 0.591531 0.495567 0.667043 0.616945 0.465539 0.582705 0.499973 0.152158 0.0144033 0.0101571 0.320241 0.40891 0.268167 0.175367 0.0460993 0.435531 0.0289821 0.0258907 0.372651 0.410656 0.146031 0.00404152 0.0343212 0.00982221 0.0895598 0.000323068 0.0267541 0.0393439 0.0460949 0.552592 0.254269 0.262218 0.0955987 0.167268 0.357414 0.359621 0.297527 0.328188 0.153207 0.299618 0.00424167 0.0059024 0.198104 0.462482 0.484931 0.665863 0.780523 0.581775 0.479435 0.435213 0.335542 0.30882 0.274145 0.242762 0.156024 -0.000968399 0.00356803
cn_007 0.19322 0.0554083 -0.00991934 -0.00041055 0.0252432 0.0310124 0.0141573 0.0538384 0.188668 0.313077 0.400591 0.41094 0.360636 0.460029 0.481512 0.0829689 0.389678 0.121206 0.0779007 0.0599482 0.208813 0.198076 0.373311 0.368282 0.356237 0.346137 0.130287 0.0144073 0.117181 0.0447858 0.261888 0.255025 0.0124361 0.0132639 0.0157147 0.0181271 0.0215988 0.159356 0.272682 0.455594 0.323635 0.172134 0.199333 0.233873 0.184974 0.281611 0.286052 0.432145 0.411082 0.565664 0.137779 0.0251628 0.563157 0.378384 0.384462 0.399305 0.401981 0.36216 0.286771 0.291508 0.259799 0.582046 0.379162 0.198734 0.238237 0.194548 0.131342 0.389727 0.371725 0.335174 0.330125 0.0132975 -0.0125705 -0.0492715 -0.0759398 -0.0962258 -0.108778 -0.120508 -0.123251 0.135807 0.192987 0.380241 0.380241 0.452772 0.398632 0.125243 0.0625288 0.0838078 0.447652 nan 0.355873 -0.000422305 0.345369 -0.00102819 0.402158 0.149711 0.450817 0.0638203 0.320806 0.148175 0.150575 0.186955 0.198551 0.330168 0.444569 0.772733 1 0.786055 0.231681 -0.000421678 0.12129 0.380241 0.15364 0.485276 0.354287 0.491585 0.424051 0.271839 0.451453 0.499194 0.162398 0.00585602 0.00184633 0.277268 0.399747 0.297142 0.291585 0.0826802 0.432661 0.0229186 -0.000752017 0.382645 0.378641 0.186934 0.00843506 0.0713428 0.00585474 0.125166 1.65269e-05 0.0623132 0.0188439 0.0190512 0.374337 0.137039 0.148664 0.16426 0.273747 0.316798 0.319559 0.175698 0.190164 0.281686 0.344004 0.00831068 0.0112671 0.181386 0.364004 0.380422 0.476818 0.51945 0.396395 0.336735 0.318922 0.267418 0.314162 0.348252 0.0794149 0.0356024 0.0023968 0.00588227
cn_008 0.164932 0.0544691 -0.0143797 -0.000259658 0.0158938 0.020186 0.0107488 0.0665429 0.17296 0.268687 0.332325 0.314208 0.17591 0.181872 0.193406 0.0345209 0.305026 0.0374515 0.0224199 0.0181256 0.235663 0.221544 0.293797 0.305897 0.258565 0.219015 0.142193 0.0120891 0.0501246 0.0313554 0.15548 0.186814 0.00518385 0.00482424 0.00497329 0.00524744 0.0106602 0.0747211 0.10919 0.255039 0.317126 0.0510841 0.146879 0.143502 0.0969428 0.118325 0.101272 0.313034 0.396392 0.53369 0.12278 0.00403852 0.340287 0.245243 0.283821 0.281663 0.26825 0.230909 0.168419 0.148694 0.158186 0.51579 0.295796 0.20569 0.243291 0.193432 0.0801224 0.30509 0.248998 0.278991 0.211759 0.0084144 -0.0106928 -0.0365043 -0.0574047 -0.0734527 -0.0847712 -0.0966492 -0.100314 0.0877184 0.164891 0.296741 0.296741 0.328387 0.28695 0.0536902 0.0378902 0.0535661 0.317226 nan 0.320242 -0.000261686 0.240138 -0.000738315 0.302049 0.114752 0.284867 0.0398743 0.333587 0.152541 0.120995 0.142208 0.141725 0.204767 0.23244 0.424935 0.786055 1 0.432551 -0.000258279 0.111143 0.296741 0.210403 0.320636 0.204557 0.256602 0.267253 0.137969 0.297214 0.429295 0.138032 0.00414542 0.000401777 0.0900726 0.217017 0.295781 0.302699 0.0850439 0.20469 0.0214555 -0.00415143 0.319305 0.303767 0.16564 0.00801895 0.0716767 0.00255476 0.134165 5.0433e-05 0.0582654 0.0114753 0.00942183 0.242122 0.106181 0.119101 0.196415 0.265058 0.271021 0.27594 0.0853335 0.0915895 0.273864 0.225586 0.0095955 0.00662243 0.162276 0.265422 0.292822 0.282508 0.250897 0.241023 0.215521 0.204942 0.209918 0.286188 0.318903 0.0507029 0.01049 0.000789604 0.00197501
cn_009 0.0984335 0.0210426 -0.00579329 -5.65032e-05 0.00107514 0.00196591 0.00243449 0.0218294 0.0510504 0.0814592 0.112897 0.186222 0.122262 0.0700302 0.0365926 0.0074257 0.147655 0.0105945 0.0065203 0.011194 0.0932787 0.0885235 0.146423 0.149477 0.12898 0.118931 0.0664219 0.00263892 0.013716 0.0154808 0.0436453 0.0627216 -0.000267926 -9.66688e-05 -0.000570544 -0.000655204 0.0241039 0.163559 0.123876 0.0921873 0.110905 0.00608339 0.0488166 0.0475204 0.0309063 0.0242643 0.0784094 0.15797 0.12483 0.166288 0.0371723 -0.000148968 0.148236 0.120726 0.132469 0.146277 0.163466 0.20054 0.204444 0.0814106 0.052981 0.165996 0.146156 0.0708346 0.0953599 0.079303 0.0335904 0.147756 0.12979 0.143957 0.101808 0.00687002 -0.000124489 -0.0106785 -0.0175622 -0.0226642 -0.0280888 -0.0327639 -0.0346424 0.027637 0.0984571 0.146623 0.146623 0.169839 0.182568 0.0461742 0.00812822 0.0133885 0.168008 nan 0.107246 -5.66534e-05 0.0787708 -0.000174813 0.171197 0.0365186 0.112087 0.0241729 0.106474 0.0462759 0.0338163 0.0434002 0.0841102 0.128403 0.0949692 0.114175 0.231681 0.432551 1 -5.44307e-05 0.055478 0.146623 0.102496 0.137581 0.0926637 0.0968083 0.0981879 0.100007 0.163461 0.159604 0.0514743 0.000974887 -0.000144108 0.0147972 0.0479236 0.092977 0.0991107 0.0217485 0.033861 0.0093848 -0.000913357 0.0929615 0.103973 0.0474582 0.00163906 0.0152185 0.000549258 0.0418851 -1.31258e-05 0.0158282 0.00500122 0.00434518 0.124833 0.0560629 0.0612748 0.100419 0.0935431 0.104669 0.105238 0.0250888 0.0578453 0.0933031 0.0632162 0.00332073 0.00131334 0.046703 0.130613 0.164159 0.101987 0.105641 0.15078 0.150046 0.134605 0.126243 0.154596 0.135087 0.156341 0.0399366 -6.15823e-06 0.000355189
co_000 -0.000571846 2.57911e-05 -0.00203366 1 -0.000190957 -0.000232238 -4.1246e-05 -5.43254e-05 -0.000122416 -0.000253903 -0.000417781 -0.000722901 -0.000938074 -0.000819907 -0.000419734 -7.49165e-05 -0.00104125 -0.000105953 -3.44982e-05 -4.6515e-05 -0.000261405 -0.000256032 -0.00106536 -0.00105846 -0.000554203 -0.000842631 -0.000297444 -2.74988e-05 -0.000125438 -2.97234e-05 -0.000573258 -0.000889729 -2.51086e-05 -1.38839e-05 -9.1431e-06 -1.95857e-05 -2.4957e-06 -0.000123235 -0.000698341 -0.000716664 -0.000585806 -4.4598e-05 3.17969e-05 -0.000129632 -4.28435e-05 -0.000333464 -0.000900061 -0.000623938 -0.000414673 -0.00020047 -0.000164019 -3.42607e-05 -0.000738631 -0.000895574 -0.000791506 -0.000868014 -0.000913122 -0.000859545 -0.000737034 -0.000909207 -0.000237557 -0.000246611 -0.00093166 -0.000485263 -0.000450052 -0.000516442 -0.00017621 -0.00104315 -0.000877185 -0.000450059 -0.00056952 0.000250234 0.000372237 0.000271652 0.000253321 0.000202331 0.000151826 0.000108254 8.35144e-05 0.00516156 -0.00057353 -0.000934375 -0.000934375 -0.000864525 -0.000954171 -0.000102222 0.000366185 0.000441804 -0.000910474 nan -0.00183263 1 -0.0009225 -6.30337e-05 -0.000985714 -0.000182392 -0.000659447 -0.00012919 -0.000131849 -7.87643e-05 -0.000184439 -0.000344499 -0.000469661 -0.000732636 -0.00101155 -0.000915959 -0.000421678 -0.000258279 -5.44307e-05 1 -0.000165417 -0.000934375 -6.67281e-07 0.000144787 -0.000514604 -0.000340235 -0.000719139 -0.000355529 -0.000952726 -0.00103909 -0.000161565 5.09622e-05 -6.29861e-06 -0.000446938 -0.000454936 -0.00187321 -0.000649296 -0.000105974 -0.00025081 -0.000123584 -0.000831865 -0.00190638 -0.000827502 -0.000584274 -3.68223e-05 -9.495e-05 -1.1388e-06 -0.000285645 7.01305e-06 -9.53142e-05 -4.72349e-05 -4.36024e-05 -0.000769107 -0.00138248 -0.00161463 -7.19587e-05 -0.000456047 -0.00121562 -0.0013487 -0.00100261 -0.000678202 -0.000432529 -0.000349147 -7.85637e-05 -0.000117927 -0.000499839 -0.000804508 -0.000892156 -0.00055894 -0.000642257 -0.000899806 -0.000939601 -0.000929155 -0.000759451 -0.000762411 -0.000463799 -0.000801434 -0.000499927 -8.21916e-05 -9.08305e-05
cp_000 0.0758783 0.00914119 -0.00969589 -0.000195205 0.0176305 0.0193801 0.00464352 0.00785643 0.0173549 0.049718 0.0777276 0.115803 0.116954 0.113877 0.0754243 0.00779823 0.162934 0.0155193 0.0213434 0.0159492 0.0454345 0.042653 0.151197 0.145518 0.130044 0.138566 0.0778639 0.00189952 0.0210696 0.0045351 0.070425 0.0934382 0.00289149 0.00529044 0.000895125 0.00144925 0.000984203 0.0119264 0.0572936 0.145918 0.0726258 0.0196427 0.049872 0.0640403 0.0456189 0.0455825 0.114245 0.101751 0.0521334 0.04605 0.0263871 -0.000148677 0.13046 0.11279 0.103372 0.10361 0.103744 0.100584 0.0949552 0.12893 0.0888178 0.0828503 0.147428 0.117788 0.156707 0.0986916 0.101772 0.163074 0.153469 0.134686 0.110514 9.49182e-05 -0.0118398 -0.0263695 -0.0387836 -0.0474493 -0.053433 -0.0604748 -0.0616957 0.0518565 0.0759278 0.147873 0.147873 0.138354 0.134272 0.0911692 0.0243633 0.0357972 0.137007 nan 0.158054 -0.000195933 0.0883413 0.0026975 0.142912 0.0417232 0.128838 0.0236941 0.0637372 0.0111767 0.0299561 0.056757 0.0765215 0.10455 0.126415 0.134391 0.12129 0.111143 0.055478 -0.000165417 1 0.147873 0.00805913 0.12681 0.107537 0.11194 0.104751 0.107336 0.118283 0.0827876 0.0255868 0.00026275 -1.73658e-05 0.032486 0.0612953 0.0956751 0.0713708 0.0133244 0.0516527 0.0032188 -0.0014754 0.109745 0.185277 0.0852971 0.00279697 0.02515 0.00110447 0.0408572 0.000327269 0.0121844 0.00106032 0.000930202 0.154623 0.127568 0.128922 0.164134 0.163491 0.214371 0.21974 0.103306 0.123239 0.171766 0.128025 0.00636365 0.00406774 0.081795 0.125746 0.121699 0.111378 0.130158 0.121664 0.105219 0.0864803 0.0731754 0.0857566 0.0823667 0.0526932 0.0365677 0.00378029 0.00108299
cq_000 0.504063 0.0466895 -0.0227944 -0.000937138 0.0404481 0.0573638 0.0219056 0.0940518 0.255348 0.453483 0.579154 0.766663 0.666926 0.519239 0.290872 0.0878412 0.980904 0.214751 0.100021 0.052537 0.493713 0.501754 0.983906 0.971482 0.933061 0.904165 0.171855 0.0619023 0.124812 0.0461757 0.182536 0.229803 0.112794 0.0914137 0.134287 0.154318 0.158256 0.243095 0.439529 0.652093 0.586225 0.0263506 0.263922 0.352962 0.241054 0.216995 0.635858 0.710181 0.17931 0.191616 0.0710208 0.0298167 0.730177 0.761247 0.760708 0.770519 0.759717 0.70379 0.628455 0.592929 0.433252 0.342242 0.996312 0.28203 0.307511 0.277872 0.291251 0.979837 0.946494 0.869862 0.870102 0.0157415 -0.0403754 -0.12541 -0.182944 -0.221652 -0.251267 -0.273478 -0.285737 0.320435 0.504238 1 1 0.831477 0.802259 0.308229 0.152915 0.215776 0.826302 nan 0.401841 -0.000940883 0.245413 0.0111142 0.931902 0.3797 0.802365 0.149192 0.445249 0.130211 0.314269 0.49941 0.647362 0.765235 0.693375 0.491519 0.380241 0.296741 0.146623 -0.000934375 0.147873 1 0.064176 0.63426 0.569564 0.615337 0.662884 0.632351 0.77108 0.479096 0.16908 0.022372 0.020115 0.0940407 0.175697 0.472237 0.403913 0.0478037 0.104557 0.0167434 0.0155651 0.485334 0.530459 0.263436 0.0256324 0.0635358 0.017851 0.173121 0.00166731 0.035841 0.0164519 0.0204102 0.903959 0.449619 0.450088 0.192388 0.361635 0.586862 0.581504 0.354139 0.386036 0.382399 0.288975 0.0160713 0.0223098 0.331521 0.608308 0.625648 0.675374 0.638393 0.730767 0.698555 0.655625 0.641437 0.623537 0.517081 0.36412 0.175873 0.0108214 0.0152612
cr_000 0.0412814 0.032016 -0.00516467 -9.47124e-07 0.000841964 0.00159292 0.000140161 0.0018493 0.00938256 0.0491891 0.0768527 0.0712337 0.0249524 0.0117079 0.0115144 0.00292184 0.0644122 0.00141763 -3.97918e-05 0.000101371 0.0942254 0.0854577 0.0610183 0.0680967 0.054889 0.0378367 0.0327082 0.0921136 0.0204056 0.0468642 0.0150155 0.0277152 9.0895e-05 4.09893e-05 1.62643e-05 8.53387e-06 5.34307e-05 0.000221836 0.00347211 0.0462488 0.0797257 0.000773618 0.0196311 0.0208009 0.0113521 0.0298026 0.00353919 0.0753925 0.0316425 0.068508 -0.00196313 -3.60343e-05 0.0534089 0.055281 0.0707121 0.0611619 0.050874 0.0378845 0.0242372 0.0240621 0.0292779 0.0996226 0.0640269 0.0381067 0.0365306 0.091504 0.0134643 0.0644787 0.0488514 0.0619556 0.0427133 0.00677216 0.00507517 -0.0010015 -0.00502501 -0.00877658 -0.0107911 -0.0140427 -0.0156212 0.0310021 0.0412896 0.064176 0.064176 0.0656627 0.0588209 0.00191562 0.0197794 0.0203463 0.0625859 nan 0.0752775 -1.01186e-06 0.133852 -0.000120258 0.0667549 0.00573618 0.0552883 0.00554403 0.0781064 0.00795088 0.0105051 0.0274583 0.0302602 0.0412161 0.0402601 0.0688535 0.15364 0.210403 0.102496 -6.67281e-07 0.00805913 0.064176 1 0.0675338 0.0388624 0.0378958 0.0427407 0.0121475 0.0640252 0.0848958 0.0352406 0.00162406 2.99083e-05 0.0058539 0.0219125 0.100416 0.113022 0.0231297 0.00560806 0.00383146 0.00287229 0.0919973 0.0680481 0.0673493 1.0552e-05 -0.00087247 -3.61959e-05 -0.00108566 0.000332607 -0.000713715 -0.000363015 -0.00039678 0.048841 0.0182238 0.0220297 0.0444263 0.0504882 0.0463504 0.0506347 0.00650978 0.00528352 0.0569122 0.00979895 0.00992983 0.0006641 0.0449801 0.0731504 0.0727609 0.0429838 0.0286476 0.0369565 0.0364887 0.0383856 0.0535589 0.0641578 0.094904 0.00637077 6.86288e-05 -0.00122044 -0.000692886
cs_000 0.35097 0.0418935 -0.0103121 0.000143639 0.0320896 0.0475406 0.0421195 0.165491 0.254515 0.433744 0.562343 0.746771 0.686866 0.550722 0.301567 0.0663648 0.627601 0.192635 0.0791615 0.0376624 0.233107 0.239171 0.625863 0.604838 0.611124 0.605131 0.110217 0.0304271 0.0565737 0.0187748 0.167186 0.18943 0.10088 0.0754216 0.199145 0.197631 0.190795 0.265817 0.502497 0.69083 0.47796 0.0246764 0.275652 0.393548 0.245979 0.248731 0.568288 0.736031 0.24806 0.303932 0.0711119 0.0250649 0.769732 0.72128 0.709071 0.73437 0.745455 0.709943 0.632106 0.598317 0.42496 0.449921 0.633807 0.20598 0.232306 0.190338 0.255478 0.62756 0.626022 0.583034 0.561367 -1.26914e-05 -0.0464522 -0.111728 -0.152763 -0.176596 -0.19359 -0.205148 -0.208913 0.263084 0.350788 0.63426 0.63426 0.740701 0.710978 0.278315 0.14657 0.1856 0.734839 nan 0.316407 0.00013974 0.210106 -0.000278767 0.668237 0.124876 0.564099 0.129826 0.422612 0.193083 0.326359 0.428243 0.556339 0.762377 0.732284 0.591531 0.485276 0.320636 0.137581 0.000144787 0.12681 0.63426 0.0675338 1 0.678669 0.59514 0.629777 0.599589 0.778747 0.557062 0.198699 0.00834113 -0.000742646 0.0881331 0.143785 0.373921 0.289486 0.0389666 0.0905029 0.0178179 0.0246937 0.38556 0.428557 0.204273 0.00299942 0.0290875 0.00760421 0.0719637 0.000399167 0.0244511 0.00667688 0.00922855 0.6176 0.368246 0.369932 0.120918 0.239214 0.475882 0.46948 0.350272 0.372833 0.258187 0.206713 0.0172626 0.022841 0.240524 0.659783 0.690171 0.634019 0.724807 0.774016 0.735529 0.699912 0.587631 0.547894 0.472362 0.327192 0.164156 0.00624976 0.00677468
cs_001 0.306535 0.0180545 -0.0131959 -0.000515183 0.0224643 0.0343525 0.0315867 0.143661 0.207532 0.345909 0.459991 0.639417 0.599582 0.494065 0.285618 0.0622021 0.560311 0.309578 0.074107 0.031281 0.199339 0.208796 0.550868 0.521618 0.583313 0.589497 0.0770359 0.0248339 0.0730884 0.0165418 0.12736 0.139868 0.18698 0.101469 0.171728 0.188924 0.17308 0.242284 0.436888 0.58348 0.390185 0.0235992 0.227867 0.315162 0.21915 0.254039 0.54097 0.606628 0.140886 0.162383 0.0406758 0.0274862 0.663098 0.619748 0.60688 0.63041 0.641855 0.610318 0.54194 0.519256 0.378553 0.317071 0.570399 0.148703 0.16987 0.146293 0.221361 0.560415 0.583683 0.52752 0.558855 0.0267907 -0.0123702 -0.0667736 -0.10212 -0.126177 -0.144022 -0.157092 -0.162679 0.235475 0.306382 0.569564 0.569565 0.647225 0.62059 0.239761 0.0986534 0.139207 0.645713 nan 0.215276 -0.000517719 0.148098 0.0018869 0.59711 0.111836 0.523891 0.121526 0.325237 0.154036 0.271971 0.36759 0.490994 0.657619 0.632621 0.495567 0.354287 0.204557 0.0926637 -0.000514604 0.107537 0.569564 0.0388624 0.678669 1 0.552696 0.553796 0.570931 0.65001 0.400337 0.137136 0.0065833 0.000325729 0.0700382 0.121443 0.272957 0.221447 0.0235455 0.0819565 0.0130611 0.0241184 0.286194 0.345345 0.148431 0.00218414 0.0199792 0.00716897 0.05518 0.000500905 0.0181535 0.00451527 0.00677776 0.588652 0.279374 0.275904 0.0868334 0.180416 0.368775 0.359527 0.278788 0.308819 0.192536 0.167056 0.0133356 0.014287 0.186867 0.545202 0.573433 0.561031 0.665418 0.670178 0.608282 0.564445 0.479303 0.443292 0.378696 0.265448 0.131307 0.00771247 0.00354607
cs_002 0.319613 0.0180797 -0.0200434 -0.000333454 0.0155971 0.0226714 0.0415853 0.21946 0.385596 0.533117 0.599386 0.706338 0.602517 0.601351 0.516918 0.115818 0.588516 0.260822 0.102925 0.0505701 0.284123 0.299649 0.584384 0.558091 0.645172 0.656189 0.130358 0.0233361 0.146779 0.0409467 0.224903 0.221886 0.149104 0.13275 0.100594 0.114002 0.10378 0.258009 0.428651 0.655359 0.551934 0.136898 0.303813 0.415523 0.294976 0.333938 0.648637 0.670973 0.160128 0.204913 0.0598142 0.0274276 0.819776 0.714773 0.664878 0.682864 0.675835 0.604053 0.502311 0.522821 0.482937 0.389604 0.618365 0.162654 0.164638 0.151473 0.256867 0.586854 0.636561 0.505928 0.684957 0.0568426 0.0212719 -0.0312613 -0.0691069 -0.0989856 -0.121264 -0.140738 -0.149078 0.211644 0.319343 0.615337 0.615337 0.746217 0.673859 0.212841 0.0568318 0.0970528 0.754178 nan 0.253507 -0.000340948 0.224596 0.0093668 0.629793 0.411318 0.736905 0.153806 0.364491 0.247244 0.438961 0.523906 0.611269 0.672831 0.675583 0.667043 0.491585 0.256602 0.0968083 -0.000340235 0.11194 0.615337 0.0378958 0.59514 0.552696 1 0.700385 0.706395 0.661841 0.312302 0.0887736 0.0011953 -0.000960737 0.203677 0.28864 0.267981 0.224077 0.0287132 0.26895 0.0132165 0.0117203 0.330851 0.452181 0.175649 0.010563 0.0759134 0.0373791 0.164809 0.00109173 0.0233745 0.0117981 0.00920463 0.632549 0.211622 0.210403 0.111516 0.215887 0.363126 0.353841 0.262668 0.294236 0.195969 0.266406 0.00867461 0.0111766 0.18428 0.47794 0.497552 0.874425 0.786412 0.681564 0.566779 0.506497 0.489591 0.452174 0.365832 0.19142 0.0913411 0.00360471 0.00252957
cs_003 0.340635 0.0324502 -0.00696709 -0.000716081 0.0119788 0.018469 0.0719966 0.26314 0.382665 0.547852 0.638262 0.75283 0.619629 0.556308 0.409847 0.109187 0.635463 0.214005 0.0897882 0.0641507 0.285827 0.299656 0.643874 0.621054 0.65833 0.675087 0.129636 0.0325904 0.121918 0.0438957 0.183847 0.188915 0.0816138 0.0575861 0.0633645 0.0807848 0.0820063 0.187176 0.36222 0.664377 0.698468 0.0592504 0.355687 0.413191 0.276276 0.272779 0.616085 0.731964 0.163954 0.23691 0.0654882 0.0506805 0.83549 0.765855 0.693409 0.695285 0.676976 0.605509 0.51649 0.544812 0.453522 0.396016 0.663509 0.151992 0.163397 0.155202 0.238361 0.634793 0.68052 0.523806 0.690811 0.0271768 -0.01821 -0.0804137 -0.120651 -0.14782 -0.166718 -0.180894 -0.186925 0.255906 0.340303 0.662884 0.662884 0.776452 0.679258 0.215233 0.11305 0.156188 0.782852 nan 0.293998 -0.00072283 0.1904 0.00270238 0.638634 0.427192 0.753151 0.155523 0.419713 0.281748 0.453957 0.545084 0.64253 0.710527 0.706685 0.616945 0.424051 0.267253 0.0981879 -0.000719139 0.104751 0.662884 0.0427407 0.629777 0.553796 0.700385 1 0.650494 0.690797 0.506735 0.169765 0.00650317 0.000714225 0.140392 0.175138 0.343231 0.248322 0.0322606 0.0930184 0.0162144 0.0193097 0.362356 0.454207 0.190011 0.0188312 0.106053 0.0232037 0.134987 0.00381775 0.0197361 0.0569234 0.0635207 0.651808 0.271143 0.275733 0.116317 0.21116 0.400814 0.401375 0.281713 0.299 0.208053 0.163862 0.0111583 0.0177403 0.206082 0.551614 0.548779 0.913962 0.731686 0.701851 0.603714 0.547502 0.538535 0.516132 0.395047 0.217828 0.105671 0.00209287 0.00472252
cs_004 0.400322 0.0123331 -0.0244999 -0.000356963 0.0171511 0.0348917 0.0522789 0.296874 0.393188 0.530375 0.578579 0.71424 0.659517 0.560864 0.353123 0.132834 0.620255 0.200242 0.0936803 0.0385865 0.261302 0.274565 0.62077 0.60212 0.610025 0.645921 0.120902 0.0272939 0.1276 0.0444677 0.141299 0.149436 0.124 0.08767 0.114107 0.136605 0.177014 0.27569 0.471333 0.655592 0.539256 0.0327537 0.358191 0.453524 0.294736 0.329877 0.630521 0.713487 0.0704777 0.0860595 0.0279847 0.0477223 0.729065 0.768409 0.712023 0.742701 0.749796 0.712583 0.644892 0.620905 0.514862 0.329966 0.63573 0.198248 0.198329 0.159118 0.29677 0.616445 0.638324 0.527252 0.613009 0.0417314 0.005212 -0.0479064 -0.0863188 -0.114826 -0.138181 -0.157054 -0.164949 0.208212 0.399296 0.632351 0.632351 0.764824 0.775727 0.247244 0.059473 0.105741 0.775459 nan 0.186552 -0.000357895 0.1415 0.0119256 0.676079 0.306331 0.59734 0.17184 0.354969 0.293445 0.483122 0.550814 0.678747 0.749769 0.677586 0.465539 0.271839 0.137969 0.100007 -0.000355529 0.107336 0.632351 0.0121475 0.599589 0.570931 0.706395 0.650494 1 0.665797 0.209725 0.0548862 0.00200851 0.000325733 0.06048 0.131307 0.248006 0.210026 0.0165626 0.0958806 0.0047615 0.011177 0.268342 0.361548 0.155354 0.0112644 0.0582786 0.0188557 0.139266 0.00194077 0.0377354 0.00653023 0.00976756 0.632013 0.334849 0.325983 0.144172 0.25343 0.426244 0.403851 0.31598 0.349944 0.2092 0.208943 0.00754987 0.00784919 0.191019 0.48168 0.518378 0.726057 0.687972 0.749148 0.695127 0.664809 0.62466 0.556857 0.398357 0.307252 0.150927 0.0020573 0.00106395
cs_005 0.459336 0.0279163 -0.0138944 -0.000954472 0.0309373 0.0437469 0.0463297 0.211805 0.347041 0.557652 0.686138 0.890052 0.821379 0.624343 0.29364 0.0762506 0.766604 0.150007 0.0810098 0.0392556 0.32526 0.332252 0.776869 0.768019 0.697726 0.698749 0.112491 0.0481619 0.0669972 0.0257044 0.163957 0.18828 0.100114 0.0833502 0.143238 0.164519 0.189566 0.324371 0.597244 0.810911 0.611098 0.0347072 0.289963 0.405171 0.274593 0.203328 0.725739 0.877049 0.211361 0.269452 0.0647217 0.0218531 0.857197 0.891604 0.900244 0.932621 0.937331 0.889413 0.803451 0.719925 0.514554 0.499262 0.77167 0.230096 0.276015 0.218529 0.280375 0.7662 0.732342 0.672046 0.637135 -0.0108199 -0.0541719 -0.12571 -0.171509 -0.201968 -0.225339 -0.241109 -0.249973 0.260772 0.459326 0.77108 0.77108 0.88734 0.908256 0.350505 0.143009 0.193995 0.888777 nan 0.313848 -0.000957383 0.204681 0.00397905 0.835412 0.200015 0.6313 0.156005 0.397913 0.231959 0.435331 0.588778 0.744099 0.935047 0.832161 0.582705 0.451453 0.297214 0.163461 -0.000952726 0.118283 0.77108 0.0640252 0.778747 0.65001 0.661841 0.690797 0.665797 1 0.547654 0.182498 0.00836774 -0.000998507 0.0981369 0.188562 0.43516 0.361796 0.0374967 0.135009 0.0181145 0.0482523 0.455681 0.422446 0.189833 0.00407146 0.0373339 0.00952351 0.0927209 -0.000746883 0.026285 0.00348483 0.00458968 0.694501 0.479409 0.476298 0.134793 0.281713 0.537065 0.530991 0.363824 0.409378 0.290538 0.239312 0.0148752 0.0128231 0.317831 0.63642 0.665795 0.720888 0.753016 0.899852 0.88754 0.864482 0.785934 0.754706 0.639502 0.491124 0.24108 0.00810716 0.00555691
cs_006 0.25779 0.0388557 0.0134363 -0.00103899 0.00896125 0.0114121 0.0194456 0.0397997 0.133277 0.275206 0.412324 0.572403 0.493191 0.374696 0.234629 0.0897278 0.490341 0.0678687 0.0368456 0.0271468 0.174644 0.172545 0.497043 0.496667 0.398566 0.402965 0.0963484 0.018387 0.0408877 0.014305 0.191215 0.20911 0.0604875 0.0655146 0.136294 0.152863 0.131047 0.172873 0.34023 0.481564 0.398976 0.0297015 0.160302 0.200309 0.14415 0.148418 0.380864 0.548349 0.227798 0.358164 0.0626345 0.00668868 0.577875 0.532885 0.522125 0.523871 0.526221 0.494035 0.415955 0.38425 0.221571 0.37216 0.4772 0.158998 0.189993 0.14964 0.139093 0.4911 0.447528 0.398499 0.352066 -0.0774876 -0.115148 -0.164711 -0.193935 -0.20413 -0.209326 -0.209567 -0.207554 0.219733 0.258048 0.479096 0.479096 0.536151 0.504919 0.214433 0.19904 0.222297 0.532033 nan 0.351242 -0.00104606 0.203243 -0.00303091 0.495521 0.129628 0.418039 0.0584263 0.319518 0.0900808 0.147266 0.25478 0.36994 0.544988 0.538152 0.499973 0.499194 0.429295 0.159604 -0.00103909 0.0827876 0.479096 0.0848958 0.557062 0.400337 0.312302 0.506735 0.209725 0.547654 1 0.318435 0.0240673 0.0076279 0.120299 0.170758 0.38754 0.243696 0.0451693 0.107859 0.0232594 0.0252654 0.406295 0.336711 0.162587 0.00549641 0.0491505 0.000968625 0.0401995 -0.00118181 0.00708526 0.022331 0.025711 0.401597 0.343761 0.358185 0.134846 0.212335 0.401553 0.4139 0.249293 0.265924 0.214864 0.199205 0.0100179 0.00927691 0.218935 0.495391 0.514986 0.465598 0.490236 0.548014 0.528114 0.49443 0.404166 0.399371 0.405082 0.320051 0.185066 -0.00129189 0.0119507
cs_007 0.0872799 0.0133826 0.00783075 -0.000161357 0.00509189 0.00732764 0.00513866 0.00923179 0.0389921 0.104007 0.1721 0.207859 0.142138 0.100057 0.052891 0.0162793 0.169108 0.0160475 0.00713947 0.00414022 0.0703646 0.0692958 0.171609 0.174022 0.148765 0.128196 0.0418077 0.00849597 0.0100016 0.003717 0.0576968 0.0758589 0.00904255 0.0154726 0.00793846 0.0136477 0.0145864 0.0350003 0.0908535 0.164662 0.166934 0.00481147 0.0542563 0.0574684 0.0391747 0.0386988 0.113046 0.193956 0.08782 0.120396 0.0225723 0.000926204 0.193151 0.193166 0.185439 0.17157 0.160935 0.145182 0.116027 0.118998 0.0833545 0.137427 0.168392 0.116773 0.0969044 0.0755911 0.0359561 0.169344 0.151952 0.169487 0.114747 -0.0309001 -0.0436128 -0.0611352 -0.0717433 -0.0748607 -0.0781878 -0.0761496 -0.0770917 0.0818489 0.0873725 0.16908 0.16908 0.183576 0.157508 0.049866 0.0865439 0.0834706 0.175497 nan 0.180621 -0.000163696 0.137418 -0.00148432 0.163507 0.0455769 0.134557 0.012907 0.133959 0.0297061 0.0563611 0.11654 0.161061 0.174803 0.160662 0.152158 0.162398 0.138032 0.0514743 -0.000161565 0.0255868 0.16908 0.0352406 0.198699 0.137136 0.0887736 0.169765 0.0548862 0.182498 0.318435 1 0.515589 0.0842648 0.039707 0.0522329 0.200206 0.137076 0.0133772 0.0239819 0.0122662 0.00858643 0.197668 0.133704 0.0597413 0.00316867 0.0196876 0.000258292 0.0140193 -0.000319212 0.00394744 0.0071764 0.00740256 0.13103 0.112414 0.120656 0.0565294 0.115904 0.16084 0.157412 0.078415 0.0744845 0.153896 0.130637 0.00506793 0.00702244 0.131832 0.206487 0.199481 0.155383 0.151224 0.177243 0.167459 0.156033 0.140037 0.144323 0.176389 0.0702948 0.031217 0.000296743 0.00632097
cs_008 0.0111848 0.000356485 -0.00135556 5.10024e-05 -0.000205186 -0.000230422 0.000104772 -2.17932e-05 0.000393114 0.00474792 0.0168266 0.0293945 0.016051 0.00995031 0.00379855 -0.000128139 0.0228227 0.00159723 0.000512128 0.000181608 0.00409604 0.00386145 0.0221577 0.0222047 0.0219216 0.0162168 0.00220097 0.000137891 0.000134662 2.02067e-05 0.00239079 0.00221838 -0.000281674 0.00109774 -0.00027507 -0.000361224 -0.000315007 0.000109227 0.00109749 0.0235224 0.0230293 -5.81621e-06 0.00281985 0.00235613 0.00143038 0.000323651 0.0060137 0.0290831 0.00120671 0.00311748 0.000208088 -9.02945e-05 0.0246307 0.0212947 0.0220489 0.018117 0.0154223 0.016842 0.0134217 0.0122334 0.00679018 0.00586072 0.0222887 0.0282112 0.015279 0.00943113 0.000124136 0.0228456 0.0211454 0.0270896 0.0150975 -0.00292628 -0.00309199 -0.00546144 -0.00790651 -0.00901125 -0.0116416 -0.0115116 -0.0121915 0.00506971 0.0111882 0.022372 0.022372 0.0241864 0.0169203 -0.000318924 0.00842958 0.00699257 0.022385 nan 0.023246 5.0887e-05 0.025662 -0.000150667 0.0203793 -0.000239578 0.0187769 -0.000771617 0.0175814 0.0345109 0.00484243 0.0131503 0.0285922 0.0210193 0.0136444 0.0144033 0.00585602 0.00414542 0.000974887 5.09622e-05 0.00026275 0.022372 0.00162406 0.00834113 0.0065833 0.0011953 0.00650317 0.00200851 0.00836774 0.0240673 0.515589 1 0.410191 0.00159213 0.00120902 0.0283775 0.0215908 0.000127551 0.00117477 0.000256955 -0.000407725 0.0259145 0.0115271 0.00458776 -2.6962e-05 0.000149698 -7.811e-05 -0.000302063 -0.000113572 -2.95697e-05 -9.46639e-05 -0.000179653 0.0166529 0.00705553 0.00686796 0.00270547 0.0175175 0.01712 0.0135193 0.000194849 0.000749048 0.0298818 0.0311345 2.18592e-05 -1.54516e-05 0.032117 0.0336149 0.0336384 0.0175489 0.0175865 0.0196972 0.0204192 0.0165317 0.0116227 0.0132395 0.0292639 0.00155377 0.000190574 -7.61993e-05 8.35257e-05
cs_009 0.0121633 3.64658e-05 -2.75414e-05 -6.29754e-06 -0.000141038 -0.000174821 -5.58425e-05 -0.000113571 -1.8035e-05 0.00902248 0.0230989 0.0301804 0.0109921 0.00351152 0.000659104 -0.000157944 0.018198 0.000668754 6.18915e-05 -1.98709e-06 0.0100854 0.0101703 0.0214595 0.0223198 0.0147414 0.0134954 -1.32072e-06 -4.51122e-05 -0.000221514 -6.00658e-05 0.0013364 0.00250907 -0.000125282 -9.22811e-05 -0.000110584 -0.000128785 -9.43833e-05 -0.000345186 -0.000196226 0.0173888 0.0296183 -6.59808e-05 0.00152597 0.000930321 0.000385232 -0.000468218 0.00396644 0.0296512 -0.000580397 -0.000297228 -0.00022771 -6.00111e-05 0.0136339 0.0239897 0.0324009 0.029304 0.0233407 0.0196666 0.0139273 0.011816 0.0112206 0.00378802 0.0200501 0.000145913 7.36135e-05 0.00124429 7.35985e-05 0.0182153 0.0185694 0.0136785 0.0138074 -0.000301659 -0.00265819 -0.00404428 -0.00459361 -0.00505993 -0.00673233 -0.00778401 -0.00770384 0.00485076 0.0121666 0.020115 0.020115 0.021512 0.01764 0.000101945 -2.86506e-06 0.00288439 0.022098 nan -0.00130101 -6.29706e-06 0.000156263 4.99575e-06 0.0210893 -0.000454052 0.0149824 -0.000164035 0.00380456 0.0264332 0.00419042 0.0156713 0.026778 0.022372 0.0127646 0.0101571 0.00184633 0.000401777 -0.000144108 -6.29861e-06 -1.73658e-05 0.020115 2.99083e-05 -0.000742646 0.000325729 -0.000960737 0.000714225 0.000325733 -0.000998507 0.0076279 0.0842648 0.410191 1 -2.80285e-06 -1.77661e-06 0.00014212 0.000134975 -1.33099e-05 -8.7267e-06 -2.73337e-07 -2.09713e-05 0.000126406 0.00805511 9.81972e-06 2.49402e-05 2.50459e-05 -4.74087e-06 -1.02482e-05 -1.05394e-05 -1.54025e-05 -1.29309e-06 -4.39113e-06 0.0151138 6.42523e-05 6.0094e-05 -5.71532e-07 8.72223e-05 0.000110007 8.13484e-05 2.78351e-05 7.9806e-05 0.000150595 0.000168616 -7.02453e-06 -6.96846e-06 0.000188032 0.0127178 0.0146981 0.0137318 0.0141287 0.0186166 0.0160739 0.0138136 0.013295 0.0519479 0.0135343 0.00075519 -0.000235053 -8.91708e-06 3.2141e-07
ct_000 0.035649 0.00750181 0.0179103 -0.000378464 -0.000135616 0.000226229 0.0171665 0.0131513 0.0326379 0.043168 0.0426256 0.0642787 0.115126 0.252831 0.31058 0.0242197 0.0999926 0.0722709 0.0137954 0.0201315 0.0284896 0.0305823 0.0922957 0.0826649 0.0949705 0.124343 0.0228446 0.00147057 0.119396 0.00277208 0.274151 0.20966 0.00162341 0.00130945 0.00129649 0.00598745 0.00236449 0.0478428 0.0788263 0.0898343 0.0929754 0.749067 0.0498598 0.0586687 0.0404378 0.0898818 0.134665 0.0872423 0.0187231 0.0264825 0.00653313 0.00868568 0.162743 0.0902701 0.0741281 0.0821065 0.0879775 0.0902831 0.0837794 0.126742 0.114687 0.0341053 0.0943647 0.0177015 0.0262345 0.0258867 0.0384538 0.100144 0.123067 0.0666083 0.106924 -0.00108136 -0.0102314 -0.0272738 -0.0330139 -0.0378303 -0.0357128 -0.0362763 -0.0365484 0.0818505 0.0356637 0.0940407 0.0940407 0.124932 0.108987 0.0440894 0.0705736 0.0668531 0.127777 nan 0.167664 -0.000449998 0.194995 -0.000265659 0.101322 0.040947 0.181198 0.00613737 0.0394607 0.0181847 0.0346197 0.037723 0.0397393 0.0547405 0.119681 0.320241 0.277268 0.0900726 0.0147972 -0.000446938 0.032486 0.0940407 0.0058539 0.0881331 0.0700382 0.203677 0.140392 0.06048 0.0981369 0.120299 0.039707 0.00159213 -2.80285e-06 1 0.328195 0.126009 0.0596109 0.0209596 0.326119 0.0261615 0.016194 0.22392 0.134897 0.0546277 0.00249744 0.0169581 0.000687183 0.026604 1.27353e-05 -0.000314465 0.00175281 0.00171101 0.130206 0.0427967 0.0516459 0.0245691 0.0331717 0.0806624 0.0967258 0.0983755 0.0894242 0.0378342 0.115883 0.00282247 0.00547725 0.05538 0.0931756 0.0966494 0.176736 0.187732 0.0798622 0.0603772 0.0483559 0.0427012 0.0334003 0.0228685 0.0208801 0.0168656 0.00587601 0.000653418
cu_000 0.0811803 0.00853534 -0.0139254 -0.000443978 0.0271076 0.0343253 0.0119122 0.0437482 0.0967097 0.130687 0.131799 0.140373 0.174392 0.298467 0.368785 0.0407358 0.181103 0.0398698 0.0231753 0.0339947 0.110556 0.114999 0.173516 0.169196 0.164753 0.189357 0.0514399 0.00588769 0.134183 0.00261679 0.622335 0.626123 0.00238591 0.00189106 0.0019222 0.00653673 0.00201039 0.0705528 0.191097 0.15671 0.137891 0.0830538 0.0649186 0.103693 0.102671 0.239566 0.237529 0.126861 0.0740002 0.0706049 0.0239465 0.00106736 0.25437 0.187493 0.170906 0.179878 0.175948 0.141759 0.0974896 0.0987387 0.0860656 0.132516 0.177183 0.0612057 0.0718009 0.0832788 0.0842947 0.180632 0.187871 0.144006 0.164311 0.00396065 -0.0085173 -0.0333069 -0.0480531 -0.0598426 -0.0651056 -0.0675071 -0.0669173 0.096135 0.0811554 0.175697 0.175697 0.214215 0.179036 0.119738 0.0722621 0.0737504 0.215841 nan 0.298062 -0.000450171 0.311042 0.00130834 0.19834 0.0747511 0.249963 0.0244789 0.107505 0.0537045 0.104114 0.129444 0.122975 0.106987 0.176781 0.40891 0.399747 0.217017 0.0479236 -0.000454936 0.0612953 0.175697 0.0219125 0.143785 0.121443 0.28864 0.175138 0.131307 0.188562 0.170758 0.0522329 0.00120902 -1.77661e-06 0.328195 1 0.235772 0.205634 0.0451576 0.804348 0.0433186 0.00818477 0.422888 0.265793 0.0710631 0.000995184 0.00637253 0.00154233 0.0621043 0.000187096 0.00519779 0.00192434 0.00135221 0.183353 0.0452538 0.0477358 0.12246 0.143654 0.166146 0.167858 0.155039 0.177956 0.0969101 0.464384 0.00535217 0.0128452 0.108487 0.144393 0.141921 0.244068 0.310434 0.142954 0.0934753 0.0824337 0.102118 0.116568 0.0801494 0.0149806 0.00557785 0.0148248 0.00436058
cv_000 0.272645 0.0269219 0.0170933 -0.00187884 0.0778321 0.100064 0.0266119 0.0670002 0.187105 0.365286 0.452466 0.444333 0.249837 0.173304 0.125713 0.0504243 0.473302 0.0425439 0.0158159 0.0265916 0.335846 0.337238 0.477454 0.495674 0.410395 0.360905 0.180962 0.0399077 0.0340143 0.0365269 0.126305 0.248065 0.000316022 0.000192981 0.000280789 0.000914707 0.00315966 0.0160656 0.124095 0.370763 0.440292 0.014465 0.133112 0.155137 0.0889486 0.0707926 0.300409 0.386319 0.241522 0.219257 0.0795399 0.00287936 0.337533 0.486135 0.483886 0.442425 0.388752 0.30392 0.21869 0.271345 0.243495 0.302797 0.47543 0.283763 0.310827 0.34328 0.0862318 0.473464 0.402844 0.42696 0.352446 -0.0622758 -0.0940376 -0.15129 -0.182214 -0.197096 -0.201742 -0.201422 -0.198415 0.235417 0.272421 0.472237 0.472237 0.435846 0.408437 0.0158137 0.236388 0.254663 0.424421 nan 0.599889 -0.00188516 0.418706 0.0172381 0.459692 0.165104 0.367362 0.0661452 0.35934 0.101486 0.251936 0.396886 0.418726 0.353914 0.300892 0.268167 0.297142 0.295781 0.092977 -0.00187321 0.0956751 0.472237 0.100416 0.373921 0.272957 0.267981 0.343231 0.248006 0.43516 0.38754 0.200206 0.0283775 0.00014212 0.126009 0.235772 1 0.799126 0.0697823 0.0746393 0.0248588 0.0724487 0.94922 0.344885 0.262707 0.00940475 0.0507456 0.00154587 0.12671 0.000637108 0.0670233 0.00290073 0.00272786 0.358906 0.282629 0.331841 0.165805 0.328394 0.40181 0.435662 0.124631 0.0844533 0.426786 0.189814 0.0152857 0.0274083 0.244744 0.388855 0.379697 0.350226 0.241395 0.345432 0.348976 0.332819 0.372822 0.472402 0.404441 0.134082 0.0634904 0.00274077 0.00568853
cx_000 0.244071 0.0156086 -0.0248806 -0.000655947 0.136309 0.171136 0.00557155 0.0610495 0.182326 0.372551 0.463372 0.392275 0.12104 0.0532218 0.068371 0.0398102 0.391873 0.0149509 0.0062173 0.00862257 0.373874 0.37098 0.39716 0.424749 0.364008 0.269384 0.172958 0.0408447 0.0220562 0.0277063 0.0639057 0.209788 0.000202271 0.000177885 0.000207682 0.00148056 0.00343253 0.00282919 0.0235876 0.323139 0.383355 0.0109652 0.134461 0.148058 0.0822239 0.0210608 0.188974 0.333517 0.266013 0.232769 0.0894405 -0.000936279 0.250925 0.409652 0.433784 0.369588 0.297179 0.210435 0.134157 0.175131 0.230903 0.312208 0.405688 0.369699 0.394494 0.451419 0.0666514 0.392984 0.312396 0.400301 0.294021 0.00130435 -0.0203348 -0.0666243 -0.100153 -0.125423 -0.143755 -0.153911 -0.157273 0.137149 0.243801 0.403913 0.403913 0.352645 0.319625 0.0117656 0.0929178 0.115296 0.33632 nan 0.398875 -0.00065817 0.348809 0.0175164 0.391639 0.123197 0.302114 0.0670789 0.369861 0.0947835 0.251146 0.416319 0.404583 0.26901 0.169979 0.175367 0.291585 0.302699 0.0991107 -0.000649296 0.0713708 0.403913 0.113022 0.289486 0.221447 0.224077 0.248322 0.210026 0.361796 0.243696 0.137076 0.0215908 0.000134975 0.0596109 0.205634 0.799126 1 0.0617878 0.0605347 0.0162833 0.0506714 0.770842 0.290877 0.236922 0.00419275 0.0287446 0.00109722 0.111105 0.000550146 0.0653875 0.000189122 0.000425694 0.28303 0.0959648 0.120472 0.169244 0.332691 0.273772 0.284799 0.0703019 0.0488208 0.473376 0.199908 0.0365279 0.0355268 0.198814 0.313765 0.295145 0.269218 0.159016 0.225091 0.233036 0.22434 0.313721 0.484885 0.419083 0.0268778 -0.0123196 0.0232928 0.00761795
cy_000 0.0249304 0.0075562 0.000590004 -0.000106686 -0.000884928 -0.00096286 -4.23502e-05 0.00635335 0.0253419 0.0408365 0.0425693 0.0365412 0.0186005 0.0199682 0.0202011 0.0226155 0.0460438 0.00330021 0.0020154 1.24945e-05 0.0415654 0.039356 0.0455203 0.0482153 0.0457623 0.0326925 0.0359398 0.00301099 0.0450604 0.105441 0.0333898 0.0382233 0.000576129 0.00037374 0.000328588 0.000870335 0.00144895 0.00309898 0.0110406 0.0286278 0.0438987 0.00575718 0.017197 0.0219114 0.0133241 0.0127201 0.0134634 0.0391711 0.028389 0.0719923 0.00486616 -0.000169242 0.0368563 0.0339482 0.0368249 0.0357614 0.0343937 0.0300755 0.0193001 0.0154415 0.0199409 0.0594147 0.0476731 0.0259273 0.0283951 0.0244202 0.0172409 0.0460901 0.0371793 0.0565013 0.0320789 0.000147781 0.00280356 -0.00303894 -0.00441584 -0.00711339 -0.00766927 -0.0089188 -0.00960308 0.0169748 0.0249396 0.0478037 0.0478037 0.0477737 0.0367793 0.00692642 0.0155029 0.0167088 0.0438097 nan 0.0642011 -0.000107441 0.0453615 -0.000385806 0.0431002 0.0188112 0.0421011 0.00738885 0.0633169 0.0218461 0.0216228 0.0249758 0.023656 0.0257519 0.0262417 0.0460993 0.0826802 0.0850439 0.0217485 -0.000105974 0.0133244 0.0478037 0.0231297 0.0389666 0.0235455 0.0287132 0.0322606 0.0165626 0.0374967 0.0451693 0.0133772 0.000127551 -1.33099e-05 0.0209596 0.0451576 0.0697823 0.0617878 1 0.0315948 0.00218775 0.191445 0.0776047 0.0509914 0.0761081 -4.08767e-05 -7.82238e-05 8.90133e-05 0.0313555 4.69423e-05 -0.000560859 0.000211591 0.000623402 0.035708 0.0184134 0.0220135 0.017802 0.0287509 0.0405173 0.0447259 0.00496364 0.00701298 0.036343 0.0301603 8.12483e-05 -0.000523963 0.02444 0.0336675 0.0369649 0.0354267 0.0283614 0.0249743 0.0229316 0.0230545 0.0361696 0.0353154 0.0344886 0.00828653 0.01883 0.000148409 -8.83822e-05
cz_000 0.0425303 0.00435433 0.000198302 -0.000241319 -0.00103883 -0.000399759 0.00361564 0.00838443 0.0176146 0.0267006 0.0336471 0.0667659 0.166916 0.327084 0.388969 0.032828 0.118747 0.0485991 0.0136371 0.00238661 0.0195282 0.0203764 0.10821 0.0992866 0.0922502 0.12981 0.00577642 0.00287467 0.112321 0.00063461 0.412695 0.300599 0.00444705 0.00317058 0.00300613 0.00637655 0.00149343 0.131007 0.215756 0.0893504 0.0452764 0.137159 0.0416668 0.0711094 0.0752229 0.237654 0.206516 0.0720636 0.0132361 0.0191491 0.00892778 0.00245278 0.222369 0.0990126 0.093428 0.115831 0.12704 0.111171 0.0803116 0.0654487 0.0523915 0.0826823 0.104826 0.0210529 0.0240676 0.0246818 0.0688123 0.118647 0.127804 0.0762962 0.0948237 -0.00209627 -0.00546314 -0.0176175 -0.0251461 -0.0299358 -0.0326421 -0.0327344 -0.032019 0.0474375 0.0425325 0.104557 0.104557 0.154398 0.125348 0.130686 0.0389774 0.0398453 0.158945 nan 0.213406 -0.000242644 0.35507 -0.00100107 0.139416 0.04184 0.189316 0.00982637 0.0260439 0.00973664 0.0182732 0.0246196 0.0337674 0.0553342 0.150087 0.435531 0.432661 0.20469 0.033861 -0.00025081 0.0516527 0.104557 0.00560806 0.0905029 0.0819565 0.26895 0.0930184 0.0958806 0.135009 0.107859 0.0239819 0.00117477 -8.7267e-06 0.326119 0.804348 0.0746393 0.0605347 0.0315948 1 0.0300457 0.0133677 0.30496 0.203479 0.0216372 -4.34464e-05 0.0011663 0.00121264 0.0436886 5.61058e-05 -0.000492884 0.000558547 0.000467647 0.131975 0.0382685 0.0424986 0.0741218 0.0754429 0.108842 0.0990051 0.135851 0.165726 0.0233821 0.442859 0.00230384 -0.000761889 0.0936444 0.0916266 0.0903884 0.183724 0.30567 0.0926 0.0421166 0.0383393 0.034783 0.0296739 0.0248628 0.0124666 0.00690861 0.00144477 -7.70064e-05
da_000 0.00710138 0.00165336 0.00631824 -0.000122763 -0.00141171 -0.00178404 -0.000352626 -0.000422126 0.00242296 0.00843534 0.00976705 0.0136106 0.016749 0.0201037 0.0198805 0.00298544 0.0151778 0.00441323 0.000265353 0.000238602 0.0199278 0.0214956 0.0149709 0.0149933 0.017608 0.0171246 -0.00234766 0.00786884 0.0154271 -0.000167063 0.0482878 0.0291131 -5.06497e-05 -4.16556e-05 -2.76279e-05 -7.72906e-05 0.000123844 0.00273558 0.0144221 0.0182573 0.00766449 -0.000370773 0.00341959 0.00547849 0.00591813 0.0151724 0.0186046 0.0129815 -0.000598044 0.00131543 -0.0010988 -0.000276409 0.0187762 0.0160156 0.0152606 0.0147761 0.0139866 0.0124298 0.0129561 0.018156 0.00500785 0.00860084 0.0167314 -0.000713816 7.18715e-05 0.00128068 0.0076343 0.0151897 0.0146556 0.0180282 0.0151458 0.00198456 -5.27209e-05 -0.00371912 -0.00209551 -0.00490977 -0.00555429 -0.0051706 -0.00364138 0.0103523 0.00709789 0.0167434 0.0167434 0.0147874 0.0183814 0.00530555 0.0162454 0.00642607 0.0139369 nan 0.0264704 -0.000123917 0.0190015 -0.000460299 0.0158722 0.000366386 0.0170583 -2.44039e-05 0.0056471 -0.000167255 0.00767993 0.0117573 0.00902109 0.00922817 0.017726 0.0289821 0.0229186 0.0214555 0.0093848 -0.000123584 0.0032188 0.0167434 0.00383146 0.0178179 0.0130611 0.0132165 0.0162144 0.0047615 0.0181145 0.0232594 0.0122662 0.000256955 -2.73337e-07 0.0261615 0.0433186 0.0248588 0.0162833 0.00218775 0.0300457 1 0.00259819 0.0339535 0.0157109 0.00367241 -0.000102476 -0.00058815 6.33726e-05 0.000957222 4.21592e-05 0.00188212 -0.000273528 -0.000246796 0.0169995 0.00660161 0.0107888 0.00521075 0.00234734 0.00909407 0.0104833 0.019768 0.017845 0.00395691 0.0149988 -0.000618909 -0.000902722 0.00845285 0.021524 0.0174341 0.0162214 0.0219145 0.0136668 0.0121818 0.0126874 0.0078342 0.0220511 0.00479533 0.000373259 -0.00127929 -0.000652997 0.00144786
db_000 0.0198414 0.00332528 0.0269371 -0.000832931 -0.00941068 -0.0114709 0.000798092 -0.00273937 0.000476065 0.0158016 0.0213146 0.0332473 0.0361334 0.0307025 0.0118693 0.000246467 0.014633 0.00689791 0.00674671 0.0019349 -0.00940263 -0.00891298 0.0179143 0.0163374 0.0106257 0.016607 -0.0118374 -0.00134459 0.0014628 -0.00156416 0.00755187 -0.0023218 -0.000320534 -0.000218779 -0.000162381 -0.000518987 0.00018965 0.0188808 0.046977 0.034778 0.00251321 -0.00118413 0.00503975 0.000412104 0.00123106 0.01094 0.0506433 0.0238991 -0.0155325 -0.00851265 -0.00576694 -0.000866968 0.0193933 0.0555757 0.051155 0.0419666 0.0348145 0.0323282 0.0278629 0.0239453 -0.00056748 -0.00795192 0.0153723 -0.0145091 -0.0123309 -0.0154765 -0.00267691 0.0146333 0.0158754 0.0130131 0.00734328 -0.0346678 -0.0335659 -0.0276934 -0.0232433 -0.0178076 -0.010878 -0.00902388 -0.00873352 0.0273093 0.0198935 0.0155651 0.0155651 0.0374453 0.0390215 0.000506158 0.05232 0.051502 0.0379878 nan 0.01101 -0.000833838 0.00673396 -0.0030295 0.0325494 -0.00898321 0.0162109 -0.00766956 0.0108608 -0.0024397 0.0158071 0.0362118 0.0376804 0.0297203 0.0313407 0.0258907 -0.000752017 -0.00415143 -0.000913357 -0.000831865 -0.0014754 0.0155651 0.00287229 0.0246937 0.0241184 0.0117203 0.0193097 0.011177 0.0482523 0.0252654 0.00858643 -0.000407725 -2.09713e-05 0.016194 0.00818477 0.0724487 0.0506714 0.191445 0.0133677 0.00259819 1 0.0701164 -0.00562531 -0.0125763 -0.000756086 -0.00378167 -0.000171657 -0.0104504 -8.03087e-05 -0.00481071 -0.00125228 -0.00106186 0.0123462 0.0251622 0.0328373 -0.00556541 -0.018918 0.00331734 0.00682752 0.0170381 0.0110705 -0.02159 -0.0141835 -0.00388367 -0.00548015 -0.00198749 0.0385454 0.041048 0.0166261 0.0242672 0.0280295 0.0249738 0.0275283 0.018079 0.0166952 0.0734526 0.0345966 0.0294872 -0.00407192 -0.00239507
dc_000 0.274447 0.0270766 0.0108171 -0.0019096 0.0709377 0.0921773 0.0315249 0.0666593 0.187997 0.360792 0.442599 0.448383 0.291448 0.252938 0.210898 0.0581103 0.48996 0.0589476 0.02604 0.0357786 0.323347 0.325291 0.491099 0.504564 0.423878 0.389898 0.169964 0.036644 0.0824057 0.0498661 0.241646 0.319341 0.00316359 0.00231353 0.00214111 0.00651776 0.0044738 0.0558285 0.185149 0.383619 0.430221 0.0585794 0.137899 0.166427 0.100737 0.132379 0.350669 0.392368 0.227535 0.217051 0.0778846 0.00350109 0.386926 0.500395 0.489736 0.456241 0.409379 0.324783 0.234138 0.286701 0.24928 0.304301 0.488271 0.278582 0.301969 0.326706 0.101802 0.490236 0.427581 0.432668 0.370348 -0.059917 -0.0912756 -0.150313 -0.182314 -0.198097 -0.203188 -0.203197 -0.20046 0.245225 0.274244 0.485334 0.485334 0.463687 0.43028 0.05448 0.243817 0.26062 0.45404 nan 0.63656 -0.00191767 0.503101 0.0151983 0.481831 0.179212 0.404464 0.0666526 0.347074 0.101223 0.250689 0.390461 0.413355 0.359431 0.336877 0.372651 0.382645 0.319305 0.0929615 -0.00190638 0.109745 0.485334 0.0919973 0.38556 0.286194 0.330851 0.362356 0.268342 0.455681 0.406295 0.197668 0.0259145 0.000126406 0.22392 0.422888 0.94922 0.770842 0.0776047 0.30496 0.0339535 0.0701164 1 0.39257 0.257591 0.0090761 0.0501383 0.0018706 0.136114 0.000607614 0.0609175 0.00257784 0.00275931 0.38677 0.287706 0.332327 0.172992 0.327074 0.41831 0.445053 0.193512 0.151645 0.411392 0.294105 0.0210038 0.0251018 0.258578 0.404142 0.393649 0.389491 0.318255 0.365423 0.356998 0.338954 0.372073 0.457353 0.387216 0.131922 0.0633752 0.00686246 0.00465222
dd_000 0.257001 0.0338443 -0.028549 -0.000827042 0.0580497 0.0719034 0.0238538 0.0475281 0.135055 0.265486 0.357171 0.453631 0.376024 0.338246 0.264463 0.0768564 0.55134 0.113768 0.0288498 0.0226286 0.241267 0.234949 0.532139 0.518506 0.478099 0.496247 0.229704 0.00425006 0.113715 0.0329199 0.367379 0.400857 0.0544539 0.0600312 0.0893684 0.0969258 0.0603943 0.0871594 0.224973 0.379961 0.407061 0.0506636 0.179933 0.211258 0.135498 0.132308 0.36511 0.411927 0.218323 0.221911 0.0791765 0.0032161 0.513109 0.421813 0.391784 0.397334 0.391662 0.355595 0.316209 0.327871 0.269921 0.22531 0.52882 0.335797 0.337072 0.37938 0.38966 0.551802 0.534101 0.43165 0.45905 -0.00556103 -0.0456941 -0.105771 -0.144402 -0.169689 -0.187635 -0.197488 -0.20027 0.223773 0.257104 0.530459 0.530459 0.508148 0.439648 0.317674 0.143683 0.168379 0.503387 nan 0.624038 -0.000831113 0.290883 0.00856518 0.510161 0.246997 0.533055 0.0806391 0.346113 0.0981265 0.184489 0.292092 0.353722 0.407226 0.41423 0.410656 0.378641 0.303767 0.103973 -0.000827502 0.185277 0.530459 0.0680481 0.428557 0.345345 0.452181 0.454207 0.361548 0.422446 0.336711 0.133704 0.0115271 0.00805511 0.134897 0.265793 0.344885 0.290877 0.0509914 0.203479 0.0157109 -0.00562531 0.39257 1 0.390922 0.0363777 0.163051 0.0521961 0.20055 0.00595917 0.0296673 0.0355278 0.0412675 0.520292 0.376627 0.382764 0.218625 0.415258 0.667853 0.665796 0.415965 0.440781 0.452412 0.422208 0.0227672 0.0320243 0.335755 0.424973 0.445904 0.481142 0.455197 0.411602 0.373558 0.333211 0.308099 0.308327 0.260369 0.146716 0.0752242 0.0114246 0.00797969
de_000 0.140715 0.0680177 -0.0169086 -0.000585222 0.0640558 0.0853455 0.0599555 0.0247228 0.0899512 0.175574 0.21695 0.214374 0.124026 0.088745 0.0673158 0.020179 0.274545 0.0531169 0.00896445 0.00837323 0.140317 0.134854 0.262465 0.260189 0.238222 0.230648 0.216106 0.000368875 0.0341559 0.0183801 0.135018 0.225751 0.00291681 0.0019531 0.011699 0.0106318 0.00825126 0.0104416 0.0438803 0.163743 0.24377 0.0186834 0.0773738 0.098205 0.0594435 0.0351781 0.111577 0.199134 0.171173 0.193186 0.0844268 0.000210631 0.204362 0.208552 0.190787 0.180653 0.164483 0.138236 0.113254 0.136465 0.122959 0.164755 0.262631 0.361253 0.261899 0.313938 0.0979322 0.274737 0.25508 0.235753 0.2123 0.00246835 -0.02476 -0.0595393 -0.0823503 -0.0980339 -0.108039 -0.114787 -0.115241 0.135522 0.140723 0.263436 0.263436 0.239918 0.202186 0.07819 0.0879369 0.0967564 0.233591 nan 0.426651 -0.000588979 0.169773 -0.00107178 0.255026 0.104415 0.241074 0.0331198 0.243592 0.0659564 0.117119 0.179197 0.1982 0.169851 0.145403 0.146031 0.186934 0.16564 0.0474582 -0.000584274 0.0852971 0.263436 0.0673493 0.204273 0.148431 0.175649 0.190011 0.155354 0.189833 0.162587 0.0597413 0.00458776 9.81972e-06 0.0546277 0.0710631 0.262707 0.236922 0.0761081 0.0216372 0.00367241 -0.0125763 0.257591 0.390922 1 0.0163386 0.124326 0.00869516 0.143957 0.00134368 0.0281088 0.000246212 0.00117264 0.23964 0.203116 0.215252 0.0750169 0.347638 0.390961 0.411084 0.150996 0.139965 0.340327 0.198508 0.0178386 0.0493978 0.248246 0.202162 0.223274 0.190522 0.153594 0.180815 0.177044 0.164098 0.178206 0.181065 0.143883 0.0380939 0.0174457 0.0203699 0.041757
df_000 0.0128496 -0.000192598 -0.00329818 -3.66702e-05 -0.000239321 -0.000325457 0.0041968 0.0215397 0.0233007 0.0186708 0.0136664 0.00889053 0.00119813 -4.60241e-05 0.00126765 0.000215514 0.0268334 0.00247107 -9.13733e-05 -9.96087e-05 0.019592 0.0189448 0.0263598 0.0275329 0.0200268 0.0201538 0.0254776 8.68881e-05 0.000286809 -5.08149e-05 0.0149744 0.0143001 -4.30771e-05 -9.8945e-05 -0.00018296 -0.000215356 -0.000174128 -0.000471331 -0.00204984 0.00824079 0.012725 0.0026905 0.00398192 0.00367313 0.00176208 -9.67764e-05 0.000230469 0.0110363 0.0050384 0.0338052 0.0019075 -9.93489e-05 0.0111 0.00930832 0.00595351 0.00627414 0.00575336 0.00436515 0.00203662 0.00283032 0.00634655 0.00667574 0.025534 0.056139 0.0568977 0.00449853 -0.000264996 0.0268612 0.0226433 0.0119711 0.0241766 0.000325103 -0.00227907 -0.0044304 -0.00748081 -0.00917537 -0.0103263 -0.0114379 -0.0107305 0.00194435 0.0128516 0.0256324 0.0256324 0.00957271 0.00634265 -0.000104861 -0.0012638 -0.000980817 0.010049 nan 0.0281508 -3.68141e-05 0.0063464 0.0209589 0.0227381 0.0420689 0.016376 0.000914001 0.00814535 0.0318081 0.0197308 0.0133194 0.0100281 0.00594318 0.00364685 0.00404152 0.00843506 0.00801895 0.00163906 -3.68223e-05 0.00279697 0.0256324 1.0552e-05 0.00299942 0.00218414 0.010563 0.0188312 0.0112644 0.00407146 0.00549641 0.00316867 -2.6962e-05 2.49402e-05 0.00249744 0.000995184 0.00940475 0.00419275 -4.08767e-05 -4.34464e-05 -0.000102476 -0.000756086 0.0090761 0.0363777 0.0163386 1 0.394918 0.030138 0.00442942 -7.14739e-05 -0.000234008 -0.000223201 -0.000242856 0.0200143 0.0277968 0.0244375 0.00250675 0.0271272 0.0303776 0.0352497 0.0131578 0.00852357 0.0187468 0.0175988 0.000415382 0.0017161 0.0166848 0.00504421 0.00379871 0.0163204 0.00755622 0.00594843 0.00418608 0.00345599 0.00540025 0.00405007 0.00305211 -0.00164831 -0.00130046 -0.00016662 -0.000162969
dg_000 0.0306589 0.010832 -0.0107767 -9.40152e-05 -0.00106636 -0.00132865 0.00650838 0.0415451 0.0716708 0.0919728 0.0871148 0.0664367 0.0173877 0.0101524 0.0139443 0.00132547 0.0638727 0.00493901 -3.56915e-05 -0.000240764 0.0475104 0.0475551 0.0607189 0.0608312 0.0608241 0.0594948 0.130955 9.92411e-05 0.00222782 -0.000146654 0.0595154 0.0489839 -0.000227204 -0.000354231 -0.000595924 -0.000714146 -0.000490319 -0.00135625 -0.00592028 0.0303765 0.111864 0.0319791 0.219184 0.112698 0.0411769 0.00747356 0.0109897 0.0649488 0.0696401 0.151522 0.0824061 -0.000266617 0.0790738 0.0528259 0.0441548 0.0456393 0.0407592 0.0307347 0.0180514 0.0226254 0.0347387 0.0723146 0.0631267 0.121923 0.0627586 0.0598331 0.00741491 0.0639353 0.0636739 0.0306123 0.0780383 0.00835708 0.00150458 -0.00635779 -0.0134261 -0.0196338 -0.0234839 -0.0258118 -0.0280526 0.0238037 0.0306601 0.0635358 0.0635358 0.0656779 0.0489574 0.000787217 0.012717 0.00935701 0.0679414 nan 0.125169 -9.49192e-05 0.0345309 0.0144133 0.0600535 0.183619 0.0529713 0.0179809 0.097029 0.0750159 0.0661171 0.073116 0.0662363 0.0472054 0.031871 0.0343212 0.0713428 0.0716767 0.0152185 -9.495e-05 0.02515 0.0635358 -0.00087247 0.0290875 0.0199792 0.0759134 0.106053 0.0582786 0.0373339 0.0491505 0.0196876 0.000149698 2.50459e-05 0.0169581 0.00637253 0.0507456 0.0287446 -7.82238e-05 0.0011663 -0.00058815 -0.00378167 0.0501383 0.163051 0.124326 0.394918 1 0.105435 0.0381016 -0.000222451 -0.000740993 -0.000717774 -0.000779055 0.0590049 0.0534651 0.0450223 0.00552172 0.0676587 0.103108 0.121072 0.0312137 0.0219402 0.0555419 0.0280202 0.00547952 0.0189188 0.0526959 0.0387305 0.0348832 0.105849 0.0374924 0.0438603 0.0377583 0.0336718 0.0484576 0.0422605 0.022337 -0.00389107 -0.00415167 -0.000396604 -0.000237388
dh_000 0.00513187 0.000266063 -0.00344284 -1.1502e-06 -0.000210498 -0.000195841 -7.43072e-05 0.00103777 0.00989243 0.0246215 0.0232955 0.0154372 0.00648468 0.00839431 0.00432638 0.00031479 0.0177243 0.0175042 2.15944e-07 -9.23021e-05 0.00981528 0.0140828 0.0123829 0.00810146 0.0296711 0.0339152 0.164315 -1.36716e-05 0.00130557 -8.61148e-07 0.0498615 0.0525156 0.0017581 0.0011634 -6.8256e-05 7.62335e-05 2.59242e-05 0.000112646 -0.000831831 0.00204553 0.0371849 0.0114099 0.00617237 0.0140427 0.00772847 0.00192429 0.00818584 0.0192164 0.00369148 0.001719 0.00076662 -7.4992e-05 0.017608 0.0255639 0.0126384 0.0104685 0.00917651 0.00693101 0.00351132 0.0041183 0.00956431 0.00581246 0.0177984 0.00129126 0.00148383 0.00310274 0.00342791 0.0177402 0.0192439 0.00972358 0.0422231 0.00602799 0.0043519 0.00125765 -0.00153927 -0.00211653 -0.00356307 -0.00540574 0.000161348 0.0100836 0.00513233 0.017851 0.017851 0.0168925 0.0128559 0.0072084 0.0123174 0.00550321 0.0177079 nan 0.00218834 -1.15298e-06 0.00187318 -4.9572e-06 0.0141236 0.0411715 0.0117816 0.00368759 0.0276066 0.00516385 0.0269215 0.0327988 0.024667 0.0111307 0.00425183 0.00982221 0.00585474 0.00255476 0.000549258 -1.1388e-06 0.00110447 0.017851 -3.61959e-05 0.00760421 0.00716897 0.0373791 0.0232037 0.0188557 0.00952351 0.000968625 0.000258292 -7.811e-05 -4.74087e-06 0.000687183 0.00154233 0.00154587 0.00109722 8.90133e-05 0.00121264 6.33726e-05 -0.000171657 0.0018706 0.0521961 0.00869516 0.030138 0.105435 1 0.196875 0.000329641 8.55931e-05 0.0482743 0.0605573 0.0250482 0.00787407 0.00756012 0.00373624 0.0442659 0.0416959 0.0425406 0.0235269 0.0165097 0.0367863 0.0101272 -7.60225e-05 3.06231e-05 0.04533 0.0112925 0.0119715 0.0265956 0.0200598 0.0148439 0.0105779 0.00662811 0.00327371 0.00303624 0.00786377 -0.00108777 -0.00111506 -0.000147029 -0.000147076
di_000 0.0699267 0.048434 -0.0183914 -0.000286031 0.0120223 0.0185009 0.00173381 0.040473 0.105568 0.145573 0.155154 0.126903 0.0453434 0.051836 0.106791 0.0846614 0.178884 0.0150949 0.00468245 -0.000801758 0.0963502 0.0936673 0.180294 0.182967 0.13645 0.149594 0.112358 0.000846407 0.224892 0.151691 0.101346 0.125961 0.0107698 0.0122093 -0.000358887 0.00322559 -0.000336718 0.0066611 0.0110631 0.0948114 0.162711 0.0110575 0.0604576 0.0670303 0.0341789 0.019521 0.0524194 0.11878 0.170254 0.166814 0.10993 -0.000277899 0.144022 0.120472 0.10408 0.0987605 0.0854405 0.0625054 0.0392147 0.052473 0.100193 0.109966 0.17261 0.153256 0.163437 0.0905252 0.0489339 0.179048 0.155147 0.114472 0.13833 -0.000474933 -0.016112 -0.0388365 -0.0535932 -0.0629819 -0.0719298 -0.0792281 -0.0802236 0.0606548 0.0699633 0.173121 0.173121 0.143803 0.111106 0.024203 0.0468862 0.043398 0.142079 nan 0.197719 -0.000286785 0.08241 0.0302309 0.135518 0.37143 0.134103 0.0345434 0.15646 0.0827916 0.118206 0.141181 0.137059 0.0918782 0.0646818 0.0895598 0.125166 0.134165 0.0418851 -0.000285645 0.0408572 0.173121 -0.00108566 0.0719637 0.05518 0.164809 0.134987 0.139266 0.0927209 0.0401995 0.0140193 -0.000302063 -1.02482e-05 0.026604 0.0621043 0.12671 0.111105 0.0313555 0.0436886 0.000957222 -0.0104504 0.136114 0.20055 0.143957 0.00442942 0.0381016 0.196875 1 0.016254 0.125071 0.0171411 0.0298543 0.137503 0.0783287 0.0737829 0.0185146 0.188374 0.211235 0.215314 0.094339 0.0700946 0.209805 0.161992 0.0353796 0.0759579 0.148271 0.0889899 0.0869129 0.190158 0.0819917 0.0956032 0.0848717 0.0748685 0.094772 0.0889264 0.057765 -0.0102439 -0.0100739 0.00935506 0.0240911
dj_000 -0.000809656 0.00181674 -0.00260443 7.00278e-06 -0.00032842 -0.000395121 -7.68247e-05 -9.42515e-05 -0.000184259 -0.000115682 0.00141001 0.00104283 -0.00114499 -7.49415e-05 0.00698695 0.00317054 0.00172536 -0.000211942 -0.000101987 -9.07656e-05 -1.68295e-05 -2.3376e-05 0.00213837 0.00233073 0.00046768 0.000469786 -0.00034474 -3.39747e-05 0.000184883 -4.67082e-05 -0.000715272 0.00132116 -9.35837e-05 -0.000112968 -0.000172997 -0.000211491 -0.000118828 -0.000326629 -0.00145662 0.000228236 0.00202768 -9.48128e-05 -1.07964e-06 -0.000112041 -0.000105386 -0.000665255 -0.0018012 0.000495693 0.0102628 -0.000263176 -0.000204901 -6.81872e-05 0.000670416 0.00118731 0.00162662 -0.000403437 -0.00104791 -0.00136326 -0.00138795 -0.00136196 0.000296931 0.000143229 0.00166245 0.00160826 -0.000542505 0.00216493 -0.000555595 0.00172544 0.00145293 -3.85341e-05 0.000819047 -0.00407377 -0.00582982 -0.00680158 -0.00771749 -0.00526745 -0.00147039 -0.000940156 -0.00089267 -0.00384925 0.000290342 0.00166731 0.00166731 0.000362214 -0.000530206 -0.000813264 -0.00415694 -0.00389003 0.000397665 nan 0.00363694 7.00301e-06 0.000167396 -1.33055e-05 7.1957e-05 0.0128441 0.000755641 -0.00028785 0.00123842 -0.000141001 -0.000212928 0.00107584 0.00154828 -1.19656e-05 -0.000241951 0.000323068 1.65269e-05 5.0433e-05 -1.31258e-05 7.01305e-06 0.000327269 0.00166731 0.000332607 0.000399167 0.000500905 0.00109173 0.00381775 0.00194077 -0.000746883 -0.00118181 -0.000319212 -0.000113572 -1.05394e-05 1.27353e-05 0.000187096 0.000637108 0.000550146 4.69423e-05 5.61058e-05 4.21592e-05 -8.03087e-05 0.000607614 0.00595917 0.00134368 -7.14739e-05 -0.000222451 0.000329641 0.016254 1 0.299235 -0.000204095 -0.000220918 0.000234592 -0.00247161 -0.00266596 0.0001789 0.00122709 -0.0012115 -0.00166953 0.000394583 -2.52991e-05 0.000965963 0.00210207 -0.000106917 -0.000199074 -0.000448593 0.000967329 0.00052225 0.00351269 9.10162e-05 -0.000365765 -0.000510402 -0.000795522 -0.000309944 -0.000712562 -0.000588504 -0.0019075 -0.00118784 -0.000147495 -0.000139045
dk_000 0.0165938 0.00132403 -0.00267045 -9.73218e-05 0.000361086 0.000630001 -0.000247849 -0.000123735 0.00284736 0.019757 0.0396997 0.0347073 0.00955673 0.00873478 0.0325164 0.02084 0.0379364 -9.34694e-05 -0.000312495 -0.000294184 0.0156006 0.0145716 0.038627 0.040621 0.0257425 0.0208874 0.0327589 -5.56746e-05 0.00804515 0.000258754 0.00781084 0.0161727 -0.000285545 -0.000366357 -0.000575546 -0.000699741 -0.00040338 -0.000913314 -0.000958853 0.0375655 0.0247377 0.00091015 0.0108023 0.00781911 0.0033556 -0.00131044 0.00119311 0.0311492 0.0765169 0.0343994 0.0185659 -0.000238623 0.0302449 0.0327391 0.0234867 0.0215651 0.0179176 0.0119557 0.00648953 0.0100107 0.0207652 0.0611597 0.0357355 0.0499417 0.0445644 0.0478174 0.000602998 0.0379691 0.0276392 0.0326776 0.0171209 -0.00611483 -0.0108224 -0.0158273 -0.0200703 -0.0227544 -0.0237912 -0.0239086 -0.0233338 0.00999042 0.0168976 0.035841 0.035841 0.0343463 0.0273839 -0.00208381 0.00275773 0.0115379 0.0326144 nan 0.0556259 -9.70737e-05 0.01493 -0.000375066 0.0287556 0.0523582 0.0208954 0.00159798 0.0379551 0.0024775 0.00647073 0.0228889 0.028327 0.0218986 0.015557 0.0267541 0.0623132 0.0582654 0.0158282 -9.53142e-05 0.0121844 0.035841 -0.000713715 0.0244511 0.0181535 0.0233745 0.0197361 0.0377354 0.026285 0.00708526 0.00394744 -2.95697e-05 -1.54025e-05 -0.000314465 0.00519779 0.0670233 0.0653875 -0.000560859 -0.000492884 0.00188212 -0.00481071 0.0609175 0.0296673 0.0281088 -0.000234008 -0.000740993 8.55931e-05 0.125071 0.299235 1 -0.000682288 -0.000739099 0.0222086 0.00871047 0.0153679 0.00572739 0.057134 0.0402332 0.0364209 0.0123062 0.00714394 0.0930502 0.0452717 0.00244035 0.00304227 0.0595729 0.0268698 0.0300809 0.0357669 0.0111723 0.0189316 0.0283569 0.0210502 0.0119769 0.0442593 0.0291259 -0.00414122 -0.00397436 -0.000165574 0.00357305
dl_000 0.000217586 -0.00170195 -0.0053238 -4.71615e-05 -0.00111385 -0.00134601 -0.000234821 -0.000211978 -0.000533368 -0.000907929 0.00463041 0.0144186 0.0130647 0.0197935 0.00998906 0.000141581 0.0176065 -0.000364795 -0.00030271 -0.000286412 -6.05715e-05 -5.9554e-05 0.0211588 0.0224188 0.00451358 0.00927896 -0.00187928 1.1244e-05 0.000202873 7.36606e-05 -0.0011114 -0.000863583 -0.00021448 0.000232443 -0.000542158 -0.000615628 -0.000410278 -0.00088827 0.0207237 0.00206297 0.0148805 -0.000286739 0.000192118 -0.00116051 -0.000751403 -0.00169877 6.31256e-05 0.0155693 0.0417517 0.000768082 0.00262166 -0.000246976 0.0293205 0.00773601 0.00472933 0.00168001 0.00232011 0.00189161 0.00294419 -0.00350801 0.000253914 0.00135827 0.016405 0.00697299 0.000407583 0.0036796 -0.00220294 0.0176218 0.011326 -0.000200519 0.00778802 -0.0167291 -0.0183277 -0.0247496 -0.0296954 -0.02872 -0.028907 -0.0309118 -0.0265452 0.00011664 0.000208056 0.0164519 0.0164519 0.0159116 0.00268925 0.00848182 0.0219978 0.0180582 0.0168756 nan 0.00357947 -4.73722e-05 0.0023898 -0.000160112 0.0035599 0.129529 -0.00422662 -0.000299549 0.00585294 -0.000409598 -0.000769273 -0.000447252 0.00297194 0.0060524 0.0167839 0.0393439 0.0188439 0.0114753 0.00500122 -4.72349e-05 0.00106032 0.0164519 -0.000363015 0.00667688 0.00451527 0.0117981 0.0569234 0.00653023 0.00348483 0.022331 0.0071764 -9.46639e-05 -1.29309e-06 0.00175281 0.00192434 0.00290073 0.000189122 0.000211591 0.000558547 -0.000273528 -0.00125228 0.00257784 0.0355278 0.000246212 -0.000223201 -0.000717774 0.0482743 0.0171411 -0.000204095 -0.000682288 1 0.913777 0.00888176 -0.00151416 -0.0043499 -0.000223003 -0.00244821 0.0158477 0.0142568 0.0102297 0.00785015 -0.00232422 -0.00134057 -0.000458528 -0.000767787 -0.00320553 0.00852245 0.00713477 0.0480692 0.00829664 0.00738807 0.00276467 -0.000952126 -0.00305966 -0.00215958 -0.00138912 -0.00543181 -0.00359192 -0.000496684 -0.000550263
dm_000 -1.09645e-05 -0.000986145 -0.00668039 -4.34823e-05 -0.00120648 -0.00145787 -0.000255971 -0.000238356 -0.000588223 -0.000923439 0.0041304 0.0138163 0.016703 0.0259772 0.014517 0.00445315 0.0217999 -0.000463953 -0.000259427 -0.000308348 0.000206447 0.000213446 0.0256682 0.026796 0.00700505 0.0131331 0.00717778 1.91946e-06 0.0301208 0.0271158 -0.00162958 -0.00210861 -0.000136568 0.00274623 -0.000540618 -0.0005152 -0.000389077 -0.000759845 0.0298082 0.00126578 0.0135062 -0.000312929 0.00111059 -9.72416e-05 -0.00031313 -0.00167679 0.00111369 0.0193776 0.0324646 0.000470348 0.00145197 -0.000265543 0.0342618 0.00931501 0.00513252 0.00129553 0.00171188 0.00149297 0.00292936 -0.00407996 -0.000254304 0.000404316 0.0203515 0.00663913 0.00149895 0.00546507 -0.00142257 0.0218188 0.0156656 0.00125443 0.0108214 -0.0167878 -0.0186307 -0.026214 -0.0313478 -0.031185 -0.0325384 -0.0347964 -0.0295542 0.000854087 -2.14612e-05 0.0204102 0.0204102 0.0190064 0.0029316 0.00998794 0.0191404 0.0178263 0.0199944 nan 0.00143116 -4.36534e-05 0.00267517 -0.000152982 0.00412724 0.149055 -0.00263378 -0.000362723 0.00713263 -0.000450064 -0.000785503 -0.000350503 0.00270178 0.00630573 0.0209511 0.0460949 0.0190512 0.00942183 0.00434518 -4.36024e-05 0.000930202 0.0204102 -0.00039678 0.00922855 0.00677776 0.00920463 0.0635207 0.00976756 0.00458968 0.025711 0.00740256 -0.000179653 -4.39113e-06 0.00171101 0.00135221 0.00272786 0.000425694 0.000623402 0.000467647 -0.000246796 -0.00106186 0.00275931 0.0412675 0.00117264 -0.000242856 -0.000779055 0.0605573 0.0298543 -0.000220918 -0.000739099 0.913777 1 0.0128632 -0.00215769 -0.00502434 -0.000243528 -0.00270382 0.0169579 0.0152924 0.0135635 0.0101866 -0.0026184 -0.000776503 -0.000495474 -0.000829851 -0.00297145 0.0134047 0.0117856 0.0561366 0.010881 0.00670743 0.00252915 -0.00170248 -0.0039124 -0.00298575 -0.00215308 -0.00619581 -0.00400246 -0.000537658 -0.000596561
dn_000 0.431598 0.0327644 -0.0193127 -0.00076781 0.0240276 0.0349064 0.0331879 0.0829285 0.218139 0.355225 0.449016 0.675208 0.685096 0.59267 0.373301 0.0888802 0.903194 0.357092 0.149642 0.0977494 0.399304 0.408903 0.865757 0.818615 0.911954 0.962774 0.144459 0.0405427 0.160992 0.0478102 0.19205 0.201782 0.12264 0.104437 0.134451 0.151543 0.149324 0.249456 0.480217 0.615342 0.472771 0.0555474 0.264806 0.355559 0.263749 0.296619 0.636563 0.632617 0.126623 0.148522 0.065684 0.0811252 0.728959 0.667931 0.644091 0.6734 0.690309 0.668101 0.623622 0.62837 0.412583 0.258862 0.90059 0.207351 0.240096 0.212672 0.335817 0.902478 0.970658 0.774713 0.91191 0.0563953 0.000587512 -0.0765345 -0.129119 -0.164596 -0.192383 -0.214571 -0.226025 0.326137 0.431761 0.903959 0.903959 0.764621 0.753564 0.342176 0.127263 0.183227 0.767993 nan 0.326901 -0.00077408 0.213427 0.00874383 0.84761 0.319351 0.795385 0.147157 0.336676 0.11843 0.254412 0.383443 0.52164 0.704357 0.715697 0.552592 0.374337 0.242122 0.124833 -0.000769107 0.154623 0.903959 0.048841 0.6176 0.588652 0.632549 0.651808 0.632013 0.694501 0.401597 0.13103 0.0166529 0.0151138 0.130206 0.183353 0.358906 0.28303 0.035708 0.131975 0.0169995 0.0123462 0.38677 0.520292 0.23964 0.0200143 0.0590049 0.0250482 0.137503 0.000234592 0.0222086 0.00888176 0.0128632 1 0.421749 0.417857 0.161984 0.30134 0.549685 0.542224 0.360053 0.412596 0.282704 0.249299 0.011263 0.0128293 0.312429 0.559062 0.584543 0.660718 0.704526 0.709017 0.648368 0.598685 0.531883 0.48755 0.380643 0.320546 0.159839 0.00690621 0.01067
do_000 0.273407 0.0175071 0.00761959 -0.00138623 -0.000193187 0.00390101 0.0209504 0.0311677 0.0779531 0.114666 0.144736 0.371748 0.541116 0.392444 0.113047 0.0647509 0.51103 0.0573156 0.0414605 0.0296974 0.0829728 0.0788116 0.488799 0.478358 0.332262 0.399287 0.08492 0.000749026 0.0345846 0.0136295 0.0892078 0.110844 -0.0010918 -0.00356748 0.0189381 0.0167981 0.0147562 0.0647212 0.451036 0.352818 0.247832 0.00589976 0.118787 0.188685 0.136379 0.119506 0.394436 0.386373 0.0597029 0.0794613 0.0356192 0.00224046 0.410757 0.365283 0.344416 0.402447 0.452311 0.501035 0.568806 0.541079 0.24308 0.119647 0.448271 0.217576 0.245877 0.133394 0.358188 0.511457 0.438833 0.35062 0.278421 -0.104632 -0.126977 -0.175553 -0.197077 -0.202718 -0.202831 -0.2005 -0.197547 0.195094 0.27346 0.449619 0.449619 0.455243 0.540119 0.588708 0.212137 0.227991 0.462141 nan 0.29195 -0.00138867 0.121353 0.00041862 0.483765 0.0660091 0.274421 0.0734149 0.1243 0.0564387 0.0903902 0.121677 0.252229 0.493675 0.496491 0.254269 0.137039 0.106181 0.0560629 -0.00138248 0.127568 0.449619 0.0182238 0.368246 0.279374 0.211622 0.271143 0.334849 0.479409 0.343761 0.112414 0.00705553 6.42523e-05 0.0427967 0.0452538 0.282629 0.0959648 0.0184134 0.0382685 0.00660161 0.0251622 0.287706 0.376627 0.203116 0.0277968 0.0534651 0.00787407 0.0783287 -0.00247161 0.00871047 -0.00151416 -0.00215769 0.421749 1 0.94303 0.135462 0.257817 0.770634 0.754926 0.493209 0.598477 0.187916 0.161027 0.000500049 0.0027094 0.416727 0.332506 0.377119 0.254092 0.310159 0.482999 0.523236 0.521019 0.45623 0.374231 0.193351 0.51391 0.318901 -4.43125e-05 0.0115701
dp_000 0.274325 0.0241929 0.127384 -0.00161777 0.00391528 0.00935609 0.0314658 0.0335707 0.083957 0.126488 0.156135 0.371845 0.528633 0.3857 0.122037 0.0727928 0.503699 0.0639507 0.0409622 0.0304656 0.0955423 0.0905677 0.486867 0.477005 0.336555 0.399787 0.0917491 0.00072553 0.0326825 0.0132447 0.0946388 0.12389 -0.00217474 -0.00456792 0.00672167 0.005702 0.0065991 0.058428 0.443422 0.34701 0.261502 0.00597188 0.119186 0.179686 0.129923 0.110101 0.384885 0.390063 0.0644218 0.0904476 0.0370422 0.0047106 0.403014 0.377088 0.352867 0.40732 0.450641 0.490688 0.551288 0.51967 0.223627 0.133501 0.448732 0.223602 0.271379 0.166222 0.344525 0.504142 0.434441 0.356178 0.281083 -0.115293 -0.145837 -0.200532 -0.22731 -0.226417 -0.217726 -0.210279 -0.206059 0.206676 0.274385 0.450088 0.450088 0.45556 0.53413 0.535298 0.231312 0.245894 0.461109 nan 0.346372 -0.00162118 0.131017 0.00114116 0.481802 0.0655634 0.281497 0.0682775 0.143115 0.0600451 0.0982333 0.134462 0.255771 0.48332 0.488968 0.262218 0.148664 0.119101 0.0612748 -0.00161463 0.128922 0.450088 0.0220297 0.369932 0.275904 0.210403 0.275733 0.325983 0.476298 0.358185 0.120656 0.00686796 6.0094e-05 0.0516459 0.0477358 0.331841 0.120472 0.0220135 0.0424986 0.0107888 0.0328373 0.332327 0.382764 0.215252 0.0244375 0.0450223 0.00756012 0.0737829 -0.00266596 0.0153679 -0.0043499 -0.00502434 0.417857 0.94303 1 0.151433 0.276664 0.75029 0.74978 0.541417 0.626548 0.227272 0.163042 0.00266108 0.00545951 0.389755 0.334061 0.377569 0.258902 0.30009 0.469285 0.512465 0.516181 0.458298 0.38369 0.208999 0.48775 0.287975 0.000814522 0.0200597
dq_000 0.104159 0.019554 -0.00264142 -7.46371e-05 0.0140089 0.0233898 7.36579e-05 0.0143491 0.0723629 0.16128 0.192755 0.168605 0.0614725 0.0448754 0.0853568 0.0108275 0.198759 0.00702852 0.00337278 -0.000114865 0.17029 0.164227 0.182465 0.189773 0.185214 0.145376 0.186079 0.00674485 0.00949917 0.00149467 0.137094 0.174213 0.0171976 0.00659358 0.00262005 0.00627679 0.00239484 0.00493881 0.0357095 0.127412 0.168943 0.00632957 0.0586425 0.0796272 0.0584869 0.0514436 0.0678611 0.155415 0.121215 0.114102 0.0612184 -0.000557939 0.127965 0.165864 0.158737 0.150119 0.131387 0.0985059 0.0685662 0.0976282 0.123893 0.191046 0.19181 0.184965 0.222393 0.215845 0.109628 0.19894 0.167647 0.23 0.127575 0.0105259 0.00167142 -0.0132561 -0.0263327 -0.0366708 -0.0450922 -0.0514365 -0.0540019 0.0400659 0.10418 0.192388 0.192388 0.178506 0.15906 0.0598852 0.0072825 0.0196893 0.165265 nan 0.23262 -7.5355e-05 0.199082 0.00059366 0.178533 0.0880757 0.125132 0.0464722 0.153323 0.0259305 0.0987968 0.156494 0.165873 0.11828 0.0837031 0.0955987 0.16426 0.196415 0.100419 -7.19587e-05 0.164134 0.192388 0.0444263 0.120918 0.0868334 0.111516 0.116317 0.144172 0.134793 0.134846 0.0565294 0.00270547 -5.71532e-07 0.0245691 0.12246 0.165805 0.169244 0.017802 0.0741218 0.00521075 -0.00556541 0.172992 0.218625 0.0750169 0.00250675 0.00552172 0.00373624 0.0185146 0.0001789 0.00572739 -0.000223003 -0.000243528 0.161984 0.135462 0.151433 1 0.493899 0.36218 0.33957 0.103605 0.133088 0.409861 0.282863 0.0247951 0.00710735 0.0301067 0.126655 0.113857 0.129162 0.0959505 0.13496 0.126048 0.105647 0.12181 0.142623 0.16583 0.0154521 -0.00320625 0.0202542 0.00332359
dr_000 0.209292 0.0441627 -0.0323159 -0.000460494 0.0689116 0.101211 0.00246702 0.0327469 0.101876 0.241281 0.361271 0.343563 0.134343 0.0779035 0.0816268 0.0125313 0.393871 0.0116323 0.00269316 -0.00129962 0.21752 0.207559 0.365538 0.375689 0.309428 0.267898 0.271468 0.00298943 0.0237884 0.000434791 0.166341 0.306584 0.00900992 0.00334829 0.000537258 0.00603387 0.00657285 0.00509319 0.0661059 0.24496 0.335506 0.0327461 0.129269 0.152714 0.0992044 0.10286 0.155071 0.28421 0.242189 0.19489 0.106768 -0.00179513 0.247236 0.337071 0.308747 0.276456 0.234428 0.180188 0.139448 0.187458 0.224204 0.313775 0.360464 0.380529 0.402577 0.394775 0.192799 0.394218 0.334156 0.360487 0.232847 0.00601087 -0.0188979 -0.0614057 -0.0943314 -0.118341 -0.137998 -0.149915 -0.156539 0.114346 0.209331 0.361635 0.361635 0.324612 0.285031 0.112784 0.0609881 0.0787302 0.311433 nan 0.447435 -0.00046159 0.251577 0.00937465 0.35389 0.128333 0.25819 0.0561998 0.297971 0.0676848 0.166966 0.305345 0.347838 0.237578 0.159005 0.167268 0.273747 0.265058 0.0935431 -0.000456047 0.163491 0.361635 0.0504882 0.239214 0.180416 0.215887 0.21116 0.25343 0.281713 0.212335 0.115904 0.0175175 8.72223e-05 0.0331717 0.143654 0.328394 0.332691 0.0287509 0.0754429 0.00234734 -0.018918 0.327074 0.415258 0.347638 0.0271272 0.0676587 0.0442659 0.188374 0.00122709 0.057134 -0.00244821 -0.00270382 0.30134 0.257817 0.276664 0.493899 1 0.587072 0.570972 0.19657 0.191599 0.740342 0.562298 0.0326497 0.0443702 0.333892 0.256203 0.25003 0.227858 0.173911 0.25197 0.249858 0.23444 0.207056 0.302843 0.352899 0.0274563 -0.0103194 0.0235361 0.0438741
ds_000 0.324106 0.046345 -0.0516334 -0.00121863 0.0420572 0.0668918 0.0189923 0.0439539 0.127029 0.247575 0.340378 0.506016 0.508626 0.387331 0.192837 0.0814529 0.6443 0.0763906 0.0435094 0.0321314 0.205431 0.196762 0.612721 0.604426 0.479837 0.510649 0.263067 0.00309594 0.0811528 0.0269535 0.267351 0.336691 0.0309126 0.0241759 0.0992888 0.104066 0.0681492 0.0791565 0.353489 0.438654 0.410014 0.0177263 0.179022 0.240204 0.167532 0.137795 0.400356 0.494526 0.207031 0.207768 0.0845992 0.00269519 0.528016 0.484412 0.460718 0.48053 0.491418 0.488768 0.492613 0.481375 0.313228 0.255698 0.585079 0.399033 0.42897 0.332906 0.419636 0.644869 0.578105 0.50513 0.403154 -0.0574171 -0.0932929 -0.158184 -0.196401 -0.220914 -0.237697 -0.245805 -0.247246 0.238954 0.324202 0.586861 0.586861 0.572558 0.57675 0.522024 0.199159 0.223497 0.568486 nan 0.528405 -0.00122205 0.278584 0.0084908 0.595373 0.16696 0.437363 0.0884358 0.321317 0.08944 0.176997 0.28417 0.398471 0.529588 0.502114 0.357414 0.316798 0.271021 0.104669 -0.00121562 0.214371 0.586862 0.0463504 0.475882 0.368775 0.363126 0.400814 0.426244 0.537065 0.401553 0.16084 0.01712 0.000110007 0.0806624 0.166146 0.40181 0.273772 0.0405173 0.108842 0.00909407 0.00331734 0.41831 0.667853 0.390961 0.0303776 0.103108 0.0416959 0.211235 -0.0012115 0.0402332 0.0158477 0.0169579 0.549685 0.770634 0.75029 0.36218 0.587072 1 0.970663 0.545766 0.623318 0.542686 0.458176 0.0225899 0.0305513 0.494688 0.462423 0.497508 0.399665 0.433867 0.537233 0.537934 0.514447 0.445339 0.425977 0.327457 0.345122 0.189062 0.0156898 0.0204763
dt_000 0.321551 0.0472021 -0.038258 -0.00135159 0.0423258 0.0635994 0.0203874 0.0468429 0.129857 0.250041 0.341949 0.49613 0.497251 0.381271 0.190264 0.0839814 0.637953 0.0755288 0.0415147 0.0334596 0.209326 0.200553 0.606999 0.599084 0.474764 0.507178 0.279085 0.00289034 0.0829475 0.0293356 0.264229 0.346906 0.0268715 0.0198509 0.0740036 0.0805445 0.0525529 0.0726054 0.347589 0.425554 0.419194 0.0318656 0.177427 0.235413 0.158551 0.132408 0.396126 0.485128 0.209078 0.220486 0.0817415 0.00215749 0.516842 0.482082 0.458354 0.474988 0.48215 0.477915 0.480683 0.471123 0.309832 0.255539 0.579725 0.370684 0.423494 0.340213 0.413364 0.638537 0.574937 0.495807 0.402074 -0.0629906 -0.101412 -0.166955 -0.205154 -0.227884 -0.242313 -0.249392 -0.249685 0.247931 0.321651 0.581503 0.581503 0.562895 0.565525 0.501686 0.213932 0.234709 0.559086 nan 0.585054 -0.00135627 0.298698 0.00947953 0.587143 0.167323 0.440664 0.0859173 0.31795 0.0957205 0.179829 0.286472 0.393116 0.515928 0.492788 0.359621 0.319559 0.27594 0.105238 -0.0013487 0.21974 0.581504 0.0506347 0.46948 0.359527 0.353841 0.401375 0.403851 0.530991 0.4139 0.157412 0.0135193 8.13484e-05 0.0967258 0.167858 0.435662 0.284799 0.0447259 0.0990051 0.0104833 0.00682752 0.445053 0.665796 0.411084 0.0352497 0.121072 0.0425406 0.215314 -0.00166953 0.0364209 0.0142568 0.0152924 0.542224 0.754926 0.74978 0.33957 0.570972 0.970663 1 0.497826 0.584546 0.548724 0.419493 0.0209415 0.0285167 0.497338 0.462217 0.493663 0.399332 0.416862 0.521941 0.521514 0.496944 0.434375 0.424974 0.338445 0.358944 0.204105 0.0121068 0.0203256
du_000 0.183014 0.0313132 0.165578 -0.000997908 0.0424374 0.0410236 0.0592126 0.0195076 0.0572007 0.0878958 0.131203 0.328823 0.416764 0.352396 0.183744 0.0650126 0.386702 0.0801847 0.0318624 0.0290135 0.0551545 0.0534063 0.377633 0.36037 0.28193 0.347368 0.0475017 2.18942e-05 0.0737672 0.00702866 0.312225 0.253507 0.0505697 0.0490774 0.244892 0.233885 0.160762 0.125578 0.262953 0.304168 0.200612 0.0192515 0.116905 0.159541 0.111493 0.0991917 0.294474 0.343451 0.0670222 0.0371333 0.00364845 0.00686313 0.399071 0.304021 0.292842 0.329076 0.358872 0.359098 0.347108 0.318243 0.155011 0.0732045 0.353105 0.180089 0.195352 0.109829 0.27438 0.386967 0.357314 0.275403 0.253566 -0.0588809 -0.0873981 -0.142226 -0.172768 -0.180817 -0.178585 -0.17245 -0.168118 0.17473 0.183124 0.354139 0.354139 0.382206 0.397916 0.382219 0.17066 0.181443 0.386875 nan 0.15835 -0.001003 0.0925978 -0.00274547 0.375332 0.0697832 0.279843 0.044887 0.182581 0.0360229 0.0686415 0.105586 0.204995 0.383104 0.409784 0.297527 0.175698 0.0853335 0.0250888 -0.00100261 0.103306 0.354139 0.00650978 0.350272 0.278788 0.262668 0.281713 0.31598 0.363824 0.249293 0.078415 0.000194849 2.78351e-05 0.0983755 0.155039 0.124631 0.0703019 0.00496364 0.135851 0.019768 0.0170381 0.193512 0.415965 0.150996 0.0131578 0.0312137 0.0235269 0.094339 0.000394583 0.0123062 0.0102297 0.0135635 0.360053 0.493209 0.541417 0.103605 0.19657 0.545766 0.497826 1 0.805252 0.193645 0.312336 0.0120695 0.023528 0.279489 0.312293 0.356506 0.270571 0.401309 0.391279 0.399924 0.382997 0.275101 0.23165 0.108946 0.196788 0.0997299 0.00953051 0.0176535
dv_000 0.206898 0.0203451 0.0850043 -0.000674994 0.022844 0.022594 0.0396732 0.0148682 0.0437542 0.0694288 0.113736 0.348517 0.491027 0.417508 0.243911 0.111658 0.424036 0.108258 0.0468242 0.0326054 0.043544 0.0423831 0.40928 0.387133 0.31635 0.385749 0.0376709 3.72495e-05 0.0722041 0.00533533 0.270108 0.206075 0.0416735 0.0357485 0.150153 0.154647 0.102401 0.110381 0.352387 0.344302 0.20572 0.0328362 0.134442 0.188597 0.139988 0.129705 0.359731 0.362842 0.0457811 0.0307961 0.00492973 0.0110914 0.435736 0.319185 0.30384 0.355051 0.397165 0.42956 0.47224 0.42586 0.182695 0.0731393 0.384904 0.144246 0.166771 0.0985179 0.372926 0.424377 0.405278 0.299945 0.291684 -0.0356138 -0.0591482 -0.108467 -0.13772 -0.149671 -0.155042 -0.157173 -0.156907 0.161218 0.207005 0.386036 0.386036 0.420312 0.46106 0.738958 0.1292 0.150284 0.428092 nan 0.113134 -0.000677997 0.0867325 -0.00182754 0.416942 0.0557714 0.313352 0.0601556 0.127853 0.0413915 0.0528434 0.0843041 0.208915 0.436001 0.471121 0.328188 0.190164 0.0915895 0.0578453 -0.000678202 0.123239 0.386036 0.00528352 0.372833 0.308819 0.294236 0.299 0.349944 0.409378 0.265924 0.0744845 0.000749048 7.9806e-05 0.0894242 0.177956 0.0844533 0.0488208 0.00701298 0.165726 0.017845 0.0110705 0.151645 0.440781 0.139965 0.00852357 0.0219402 0.0165097 0.0700946 -2.52991e-05 0.00714394 0.00785015 0.0101866 0.412596 0.598477 0.626548 0.133088 0.191599 0.623318 0.584546 0.805252 1 0.135975 0.277919 0.0107495 0.0124582 0.276474 0.32738 0.377082 0.294803 0.430848 0.437877 0.437365 0.414484 0.311424 0.254918 0.125141 0.328103 0.194323 0.00875571 0.0105406
dx_000 0.219594 0.0551779 -0.0259759 -0.00043712 0.132273 0.184172 0.00215327 0.0326958 0.103128 0.259207 0.391194 0.348639 0.104652 0.0425801 0.0554107 0.00793754 0.39763 0.00808508 -0.000639584 -0.00139684 0.25662 0.244594 0.380438 0.396752 0.33756 0.258343 0.279196 0.00428075 0.00805046 0.00136983 0.143562 0.321291 0.00164786 -0.00053746 0.0809275 0.0706475 0.0565568 0.0312283 0.0154957 0.252363 0.32843 0.0173087 0.118033 0.125565 0.0748705 0.0303112 0.111099 0.301768 0.293274 0.224084 0.127197 -0.000563185 0.243739 0.339522 0.321968 0.276888 0.225901 0.161102 0.0963267 0.133599 0.203222 0.310791 0.381104 0.47661 0.498953 0.540894 0.168541 0.397995 0.319249 0.418935 0.233471 -0.0025604 -0.0319736 -0.078419 -0.114467 -0.13879 -0.156865 -0.167293 -0.171815 0.130806 0.219644 0.382399 0.382399 0.326499 0.263651 0.0162544 0.0908242 0.099948 0.303813 nan 0.534436 -0.000438996 0.311934 0.0196406 0.362927 0.128223 0.26499 0.043758 0.3719 0.0696203 0.177493 0.34056 0.353874 0.227754 0.134328 0.153207 0.281686 0.273864 0.0933031 -0.000432529 0.171766 0.382399 0.0569122 0.258187 0.192536 0.195969 0.208053 0.2092 0.290538 0.214864 0.153896 0.0298818 0.000150595 0.0378342 0.0969101 0.426786 0.473376 0.036343 0.0233821 0.00395691 -0.02159 0.411392 0.452412 0.340327 0.0187468 0.0555419 0.0367863 0.209805 0.000965963 0.0930502 -0.00232422 -0.0026184 0.282704 0.187916 0.227272 0.409861 0.740342 0.542686 0.548724 0.193645 0.135975 1 0.466897 0.0463716 0.0643349 0.313462 0.30902 0.296013 0.220175 0.153062 0.22198 0.235301 0.211167 0.197856 0.350337 0.378769 0.00783481 -0.0215446 0.039214 0.0473427
dy_000 0.148668 0.039228 -0.0266887 -0.000347874 0.0497666 0.072306 0.0006815 0.0148885 0.0465807 0.126575 0.222666 0.277802 0.169846 0.184361 0.225713 0.0208818 0.320461 0.0206246 0.000959936 -0.00105201 0.108604 0.103491 0.300908 0.301133 0.236922 0.236358 0.140222 0.00173582 0.0881262 -0.000148052 0.489014 0.466437 0.0585161 0.0630946 0.189563 0.179663 0.131275 0.107156 0.148151 0.181576 0.18488 0.0119801 0.0786163 0.116784 0.0923358 0.187767 0.176489 0.229375 0.141146 0.0954204 0.0511816 0.00202138 0.279346 0.247375 0.224775 0.22028 0.215273 0.175885 0.121669 0.119021 0.202188 0.204082 0.288116 0.292896 0.292743 0.23366 0.118911 0.320699 0.277443 0.275902 0.177946 -0.00527968 -0.0226664 -0.0567123 -0.0816155 -0.0992094 -0.113673 -0.120825 -0.12603 0.0827152 0.148771 0.288975 0.288975 0.27995 0.233556 0.147991 0.0597475 0.0694811 0.273266 nan 0.377497 -0.000348118 0.29702 -0.00100201 0.297006 0.0890055 0.241435 0.0246449 0.221667 0.0306225 0.0840333 0.171493 0.225581 0.197221 0.18375 0.299618 0.344004 0.225586 0.0632162 -0.000349147 0.128025 0.288975 0.00979895 0.206713 0.167056 0.266406 0.163862 0.208943 0.239312 0.199205 0.130637 0.0311345 0.000168616 0.115883 0.464384 0.189814 0.199908 0.0301603 0.442859 0.0149988 -0.0141835 0.294105 0.422208 0.198508 0.0175988 0.0280202 0.0101272 0.161992 0.00210207 0.0452717 -0.00134057 -0.000776503 0.249299 0.161027 0.163042 0.282863 0.562298 0.458176 0.419493 0.312336 0.277919 0.466897 1 0.0274032 0.039127 0.290681 0.223393 0.225411 0.21785 0.2938 0.221185 0.19388 0.177697 0.114484 0.171166 0.213723 0.023973 -0.00667733 0.0142461 0.0214052
dz_000 0.00881141 0.0147843 0.00635982 -7.82415e-05 0.0723234 0.0984802 -0.000193391 -0.000215917 0.00124402 0.0121022 0.0211792 0.020105 0.00262104 -0.00222436 -0.00049147 -0.000291233 0.0158176 -0.00050356 -0.000295063 -0.00016774 0.00815247 0.0078378 0.0162213 0.017193 0.0140941 0.00958501 0.00943487 -2.16666e-05 -0.000594119 -0.000136279 0.00141068 0.0199975 -0.000226315 -0.000280811 -0.000435108 -0.000534994 -0.00032204 -0.000491012 -0.00174814 0.0153415 0.0153787 -0.000167006 0.00505612 0.00586645 0.0028839 -0.0010722 0.00155845 0.0149044 0.0312159 0.00894378 0.00667051 -0.000243283 0.0116673 0.0228373 0.0143398 0.00829308 0.00550184 0.00267943 0.000405603 0.00456911 0.0107215 0.0105373 0.0160246 0.0431042 0.0363965 0.032035 0.00554738 0.015831 0.0127984 0.0189967 0.00885996 0.00160254 -0.00151618 -0.00788244 -0.0102503 -0.0122097 -0.0137995 -0.0152131 -0.0154407 0.0159548 0.00880693 0.0160713 0.0160713 0.0163606 0.00982309 0.000325004 0.00576979 0.00917934 0.0144702 nan 0.0331804 -7.87043e-05 0.00898579 -0.000277122 0.0152658 0.0089888 0.00890703 -0.000242899 0.0172067 0.000761079 0.00688593 0.0202544 0.022168 0.0108671 0.00374209 0.00424167 0.00831068 0.0095955 0.00332073 -7.85637e-05 0.00636365 0.0160713 0.00992983 0.0172626 0.0133356 0.00867461 0.0111583 0.00754987 0.0148752 0.0100179 0.00506793 2.18592e-05 -7.02453e-06 0.00282247 0.00535217 0.0152857 0.0365279 8.12483e-05 0.00230384 -0.000618909 -0.00388367 0.0210038 0.0227672 0.0178386 0.000415382 0.00547952 -7.60225e-05 0.0353796 -0.000106917 0.00244035 -0.000458528 -0.000495474 0.011263 0.000500049 0.00266108 0.0247951 0.0326497 0.0225899 0.0209415 0.0120695 0.0107495 0.0463716 0.0274032 1 0.66075 0.00702162 0.00972359 0.0104475 0.0105891 0.00670407 0.0124843 0.017376 0.00599072 0.0336876 0.0165154 0.00396897 -0.00454724 -0.00247094 0.135264 0.104026
ea_000 0.0106196 0.0671718 0.00744412 -0.00011739 0.057012 0.0842051 -0.0002652 -3.3978e-06 0.00357307 0.00923004 0.0233907 0.0222169 0.000380229 -0.00415229 -0.000370244 -0.00022183 0.0185741 -0.000830067 -0.000465672 -0.000330477 0.0118332 0.011714 0.0209558 0.0236515 0.0234019 0.0143147 0.0111611 -2.15282e-05 -0.000763574 -0.000202808 0.00353537 0.0479579 -0.000333394 -0.000419449 -0.00065454 -0.000805024 -0.000489009 -0.00109332 -0.00425116 0.0185193 0.0135662 -0.000304279 0.00316354 0.00398 0.00183723 -0.0022075 -0.00575057 0.0158997 0.0566998 0.0140919 0.0204539 -0.000360263 0.0159291 0.0181842 0.0114899 0.00751357 0.00470922 0.00155445 -0.00115221 0.00194617 0.0110903 0.0142983 0.0222459 0.0454107 0.0428412 0.024292 -0.00127319 0.0185887 0.0152562 0.036046 0.0124702 0.00454786 -0.000298272 -0.00808413 -0.0103577 -0.0135699 -0.0143907 -0.0161683 -0.0165931 0.0277687 0.0106124 0.0223098 0.0223098 0.0194835 0.00975051 -0.00380761 0.0169008 0.0187395 0.0155658 nan 0.0442941 -0.000118295 0.0141924 -0.000426231 0.0188052 0.0213483 0.0128188 -0.000192325 0.0407093 0.00505083 0.00441217 0.0173749 0.0218398 0.0115934 0.0033689 0.0059024 0.0112671 0.00662243 0.00131334 -0.000117927 0.00406774 0.0223098 0.0006641 0.022841 0.014287 0.0111766 0.0177403 0.00784919 0.0128231 0.00927691 0.00702244 -1.54516e-05 -6.96846e-06 0.00547725 0.0128452 0.0274083 0.0355268 -0.000523963 -0.000761889 -0.000902722 -0.00548015 0.0251018 0.0320243 0.0493978 0.0017161 0.0189188 3.06231e-05 0.0759579 -0.000199074 0.00304227 -0.000767787 -0.000829851 0.0128293 0.0027094 0.00545951 0.00710735 0.0443702 0.0305513 0.0285167 0.023528 0.0124582 0.0643349 0.039127 0.66075 1 0.00806626 0.0272144 0.0244866 0.0152133 0.00726926 0.0118371 0.0208129 0.0067973 0.0163819 0.0203185 0.00438057 -0.00678471 -0.00382936 0.0767276 0.163795
eb_000 0.188878 0.0314995 -0.0446013 -0.000502175 0.0148923 0.0154226 0.026858 0.0233113 0.0604964 0.119248 0.194221 0.283619 0.273985 0.218659 0.0993444 0.0170039 0.379265 0.0472112 0.0306126 0.0496813 0.0963492 0.0903543 0.351034 0.345512 0.26226 0.288588 0.130821 0.000276944 0.0441338 0.0250292 0.129002 0.164974 0.0176582 0.0199356 0.0143713 0.0260567 0.0136768 0.0389932 0.181333 0.228605 0.258014 0.0206875 0.102707 0.127006 0.0671042 0.0791314 0.237472 0.26299 0.102009 0.101177 0.0318594 0.00088243 0.273314 0.273734 0.270361 0.27607 0.270772 0.258255 0.264111 0.299542 0.203252 0.142402 0.330515 0.221441 0.254357 0.185479 0.197657 0.3796 0.329853 0.280868 0.216249 -0.0209646 -0.0382503 -0.0729779 -0.0986677 -0.113049 -0.126581 -0.132559 -0.136568 0.129551 0.188946 0.331521 0.331521 0.318779 0.32727 0.278765 0.108917 0.117787 0.316908 nan 0.278344 -0.000503816 0.160462 0.00238848 0.339418 0.0603443 0.24242 0.0398401 0.156469 0.0460986 0.0921677 0.166123 0.241421 0.279813 0.267704 0.198104 0.181386 0.162276 0.046703 -0.000499839 0.081795 0.331521 0.0449801 0.240524 0.186867 0.18428 0.206082 0.191019 0.317831 0.218935 0.131832 0.032117 0.000188032 0.05538 0.108487 0.244744 0.198814 0.02444 0.0936444 0.00845285 -0.00198749 0.258578 0.335755 0.248246 0.0166848 0.0526959 0.04533 0.148271 -0.000448593 0.0595729 -0.00320553 -0.00297145 0.312429 0.416727 0.389755 0.0301067 0.333892 0.494688 0.497338 0.279489 0.276474 0.313462 0.290681 0.00702162 0.00806626 1 0.273086 0.293697 0.206111 0.232161 0.273259 0.265157 0.252646 0.247843 0.249332 0.240271 0.202663 0.113744 0.00216645 0.0110487
ec_00 0.334122 0.0339798 -0.0346252 -0.000807584 0.0290619 0.0432616 0.0171636 0.0432076 0.16265 0.321535 0.45874 0.636609 0.567303 0.446217 0.235944 0.0718834 0.597803 0.127881 0.0715439 0.0465391 0.241135 0.248672 0.599952 0.586084 0.580097 0.54691 0.11755 0.0280643 0.0572748 0.024137 0.154583 0.186672 0.0835024 0.0713409 0.182355 0.180273 0.183528 0.245255 0.379682 0.53493 0.450671 0.0253951 0.243789 0.310986 0.204998 0.154192 0.508702 0.594262 0.186278 0.158124 0.0709651 0.0460154 0.623367 0.621721 0.621612 0.623828 0.617741 0.575895 0.506816 0.466334 0.323453 0.25824 0.60701 0.21053 0.234622 0.228758 0.220259 0.597477 0.584492 0.581185 0.508205 0.0444305 0.0106142 -0.0478119 -0.0867192 -0.107457 -0.123718 -0.133751 -0.138418 0.218738 0.33437 0.608308 0.608308 0.688034 0.63919 0.238932 0.14239 0.163971 0.673487 nan 0.337854 -0.000811174 0.295834 0.00313529 0.625705 0.143974 0.530016 0.0197027 0.569108 0.0645974 0.205395 0.367022 0.49468 0.626751 0.598493 0.462482 0.364004 0.265422 0.130613 -0.000804508 0.125746 0.608308 0.0731504 0.659783 0.545202 0.47794 0.551614 0.48168 0.63642 0.495391 0.206487 0.0336149 0.0127178 0.0931756 0.144393 0.388855 0.313765 0.0336675 0.0916266 0.021524 0.0385454 0.404142 0.424973 0.202162 0.00504421 0.0387305 0.0112925 0.0889899 0.000967329 0.0268698 0.00852245 0.0134047 0.559062 0.332506 0.334061 0.126655 0.256203 0.462423 0.462217 0.312293 0.32738 0.30902 0.223393 0.00972359 0.0272144 0.273086 1 0.938843 0.536808 0.585289 0.617302 0.593927 0.535957 0.504851 0.482787 0.405835 0.276484 0.128912 0.00141144 0.00735446
ed_000 0.351221 0.0441597 -0.0196244 -0.000893913 0.0341117 0.0526085 0.0183826 0.0414768 0.155151 0.303961 0.431322 0.651771 0.629308 0.49822 0.254544 0.078353 0.622822 0.153149 0.08423 0.0539807 0.226726 0.231395 0.62326 0.606161 0.585007 0.571769 0.114304 0.0282773 0.0615485 0.0222923 0.166367 0.200763 0.10163 0.0799739 0.197982 0.199031 0.210356 0.281499 0.441537 0.545609 0.438825 0.0275241 0.240457 0.331471 0.218912 0.144766 0.506217 0.637797 0.199935 0.165731 0.0726452 0.0387052 0.667843 0.629446 0.6249 0.638413 0.646618 0.623527 0.565296 0.494484 0.309737 0.250604 0.624149 0.221345 0.245529 0.220079 0.245722 0.622783 0.60564 0.575775 0.521082 0.0368898 0.00129769 -0.0609823 -0.10186 -0.123526 -0.140885 -0.151095 -0.154587 0.233555 0.351484 0.625648 0.625648 0.714363 0.684194 0.278032 0.157642 0.181184 0.704912 nan 0.334674 -0.000898101 0.239469 0.00164451 0.656047 0.127814 0.544157 0.017941 0.543094 0.0718525 0.196218 0.342168 0.487379 0.668344 0.644506 0.484931 0.380422 0.292822 0.164159 -0.000892156 0.121699 0.625648 0.0727609 0.690171 0.573433 0.497552 0.548779 0.518378 0.665795 0.514986 0.199481 0.0336384 0.0146981 0.0966494 0.141921 0.379697 0.295145 0.0369649 0.0903884 0.0174341 0.041048 0.393649 0.445904 0.223274 0.00379871 0.0348832 0.0119715 0.0869129 0.00052225 0.0300809 0.00713477 0.0117856 0.584543 0.377119 0.377569 0.113857 0.25003 0.497508 0.493663 0.356506 0.377082 0.296013 0.225411 0.0104475 0.0244866 0.293697 0.938843 1 0.542903 0.627631 0.657645 0.636111 0.580005 0.524 0.49657 0.395251 0.323817 0.154563 0.00166016 0.00871066
ee_000 0.348384 0.0300517 -0.013997 -0.000555006 0.0136883 0.0203941 0.0673408 0.305051 0.441419 0.609582 0.688991 0.784251 0.627578 0.593455 0.50378 0.163621 0.646498 0.230295 0.0923341 0.0507456 0.307728 0.324775 0.6542 0.634556 0.671344 0.690202 0.146892 0.0336052 0.182058 0.0707664 0.217843 0.216544 0.118613 0.0997202 0.0715345 0.089443 0.085981 0.215491 0.393114 0.705248 0.70129 0.0970741 0.367655 0.452544 0.305064 0.294382 0.660365 0.761213 0.177565 0.236454 0.0655762 0.0328778 0.881703 0.801444 0.723995 0.732488 0.715318 0.632684 0.527726 0.561747 0.501504 0.443128 0.677507 0.169872 0.181706 0.168846 0.254509 0.644184 0.683545 0.528435 0.713538 0.0338358 -0.00972385 -0.0710563 -0.112413 -0.141935 -0.163787 -0.180848 -0.187845 0.24947 0.348103 0.675374 0.675374 0.815238 0.711579 0.213078 0.100402 0.144268 0.823786 nan 0.310242 -0.000562227 0.214756 0.0094624 0.656936 0.521626 0.793539 0.164453 0.423648 0.328364 0.515592 0.59918 0.69495 0.733602 0.718531 0.665863 0.476818 0.282508 0.101987 -0.00055894 0.111378 0.675374 0.0429838 0.634019 0.561031 0.874425 0.913962 0.726057 0.720888 0.465598 0.155383 0.0175489 0.0137318 0.176736 0.244068 0.350226 0.269218 0.0354267 0.183724 0.0162214 0.0166261 0.389491 0.481142 0.190522 0.0163204 0.105849 0.0265956 0.190158 0.00351269 0.0357669 0.0480692 0.0561366 0.660718 0.254092 0.258902 0.129162 0.227858 0.399665 0.399332 0.270571 0.294803 0.220175 0.21785 0.0105891 0.0152133 0.206111 0.536808 0.542903 1 0.774879 0.718995 0.612495 0.553404 0.556689 0.530275 0.407979 0.210562 0.0989012 0.00223116 0.00392282
ee_001 0.312462 0.0159962 -0.0147311 -0.00063752 0.00783887 0.0136718 0.0452882 0.151527 0.231736 0.32578 0.432409 0.71711 0.804578 0.772684 0.532798 0.0920697 0.638478 0.279769 0.12856 0.0688988 0.157347 0.167478 0.624626 0.579989 0.641656 0.712017 0.072627 0.0139593 0.122452 0.0179521 0.280511 0.224087 0.244474 0.242269 0.224363 0.254617 0.211002 0.3693 0.589536 0.682579 0.416429 0.0866844 0.27452 0.39216 0.29529 0.391079 0.693896 0.715224 0.114153 0.151066 0.0396163 0.0556264 0.907314 0.697381 0.64187 0.695681 0.742971 0.727251 0.648659 0.609857 0.407715 0.290863 0.637987 0.125209 0.145657 0.111695 0.284254 0.63845 0.696011 0.532441 0.655071 0.0305596 -0.0108229 -0.0717669 -0.110931 -0.138105 -0.158052 -0.173786 -0.178892 0.254716 0.31244 0.638393 0.638393 0.786104 0.743595 0.321914 0.11231 0.152415 0.797503 nan 0.250979 -0.000642828 0.227726 0.00248632 0.695704 0.201563 0.705976 0.143248 0.278181 0.171586 0.267219 0.326601 0.48631 0.768453 0.847804 0.780523 0.51945 0.250897 0.105641 -0.000642257 0.130158 0.638393 0.0286476 0.724807 0.665418 0.786412 0.731686 0.687972 0.753016 0.490236 0.151224 0.0175865 0.0141287 0.187732 0.310434 0.241395 0.159016 0.0283614 0.30567 0.0219145 0.0242672 0.318255 0.455197 0.153594 0.00755622 0.0374924 0.0200598 0.0819917 9.10162e-05 0.0111723 0.00829664 0.010881 0.704526 0.310159 0.30009 0.0959505 0.173911 0.433867 0.416862 0.401309 0.430848 0.153062 0.2938 0.00670407 0.00726926 0.232161 0.585289 0.627631 0.774879 1 0.800289 0.679808 0.607957 0.472578 0.395111 0.296504 0.28656 0.147479 0.00126455 0.00105889
ee_002 0.414127 0.0252487 -0.00980551 -0.000901049 0.0127496 0.0225311 0.0459407 0.199214 0.29929 0.471743 0.575768 0.838846 0.851893 0.660035 0.307109 0.0891432 0.730311 0.185468 0.0989588 0.048501 0.231086 0.24231 0.734261 0.709275 0.67793 0.720266 0.105059 0.0163718 0.0826823 0.0225586 0.174704 0.175003 0.130007 0.0621227 0.223222 0.264217 0.266233 0.334974 0.639202 0.771717 0.523038 0.0192192 0.301461 0.410247 0.281777 0.282234 0.706247 0.837778 0.166777 0.242848 0.0554266 0.0405479 0.870763 0.83356 0.792372 0.848035 0.890283 0.881851 0.811798 0.719598 0.475213 0.415297 0.731464 0.190469 0.211704 0.158679 0.28668 0.729413 0.733351 0.626991 0.641743 -0.000307818 -0.0451134 -0.112531 -0.155395 -0.182877 -0.203566 -0.218576 -0.226549 0.266492 0.414105 0.730767 0.730767 0.854528 0.872229 0.357606 0.141238 0.189772 0.862296 nan 0.283077 -0.000903897 0.179041 0.00268563 0.792255 0.239857 0.608059 0.158352 0.356859 0.221167 0.378575 0.469094 0.649027 0.928125 0.859281 0.581775 0.396395 0.241023 0.15078 -0.000899806 0.121664 0.730767 0.0369565 0.774016 0.670178 0.681564 0.701851 0.749148 0.899852 0.548014 0.177243 0.0196972 0.0186166 0.0798622 0.142954 0.345432 0.225091 0.0249743 0.0926 0.0136668 0.0280295 0.365423 0.411602 0.180815 0.00594843 0.0438603 0.0148439 0.0956032 -0.000365765 0.0189316 0.00738807 0.00670743 0.709017 0.482999 0.469285 0.13496 0.25197 0.537233 0.521941 0.391279 0.437877 0.22198 0.221185 0.0124843 0.0118371 0.273259 0.617302 0.657645 0.718995 0.800289 1 0.947532 0.887294 0.703598 0.593321 0.442199 0.442533 0.224587 0.00371119 0.0040024
ee_003 0.419914 0.0371497 -0.00643433 -0.000942168 0.0194396 0.0342682 0.051635 0.184648 0.283583 0.444718 0.532024 0.79614 0.832501 0.594253 0.218484 0.0755227 0.703155 0.149462 0.0840238 0.0454261 0.226873 0.235303 0.711187 0.69432 0.623279 0.657482 0.0957768 0.0163659 0.0554275 0.0189866 0.145743 0.155081 0.0758644 0.0303257 0.25954 0.271219 0.310163 0.358451 0.622416 0.726855 0.47743 0.00764315 0.269658 0.369828 0.243442 0.195411 0.649007 0.812775 0.173175 0.246928 0.0563594 0.0274274 0.799948 0.791371 0.762982 0.82323 0.872002 0.877188 0.816275 0.689297 0.432337 0.400608 0.69931 0.208381 0.227969 0.176361 0.28368 0.702084 0.676545 0.606577 0.564975 -0.0178845 -0.059077 -0.123416 -0.163647 -0.188669 -0.207782 -0.220867 -0.227883 0.245002 0.419899 0.698555 0.698555 0.806687 0.851306 0.354682 0.144446 0.190503 0.811946 nan 0.270049 -0.00094497 0.163023 0.00194144 0.767445 0.185441 0.519888 0.143591 0.347224 0.204749 0.356365 0.444403 0.617989 0.91267 0.811935 0.479435 0.336735 0.215521 0.150046 -0.000939601 0.105219 0.698555 0.0364887 0.735529 0.608282 0.566779 0.603714 0.695127 0.88754 0.528114 0.167459 0.0204192 0.0160739 0.0603772 0.0934753 0.348976 0.233036 0.0229316 0.0421166 0.0121818 0.0249738 0.356998 0.373558 0.177044 0.00418608 0.0377583 0.0105779 0.0848717 -0.000510402 0.0283569 0.00276467 0.00252915 0.648368 0.523236 0.512465 0.126048 0.249858 0.537934 0.521514 0.399924 0.437365 0.235301 0.19388 0.017376 0.0208129 0.265157 0.593927 0.636111 0.612495 0.679808 0.947532 1 0.95736 0.732968 0.617955 0.432911 0.470574 0.235844 0.0101692 0.00668671
ee_004 0.409662 0.0288724 -0.0079578 -0.000931579 0.0128452 0.0219965 0.0521054 0.202032 0.30505 0.4516 0.512165 0.747412 0.801767 0.562598 0.181594 0.0666796 0.660801 0.127657 0.0718402 0.0357323 0.230942 0.236372 0.670512 0.659088 0.572252 0.60369 0.0910382 0.018926 0.0422153 0.0173198 0.127605 0.141378 0.0466184 0.0148944 0.223991 0.229349 0.275846 0.343911 0.612916 0.699166 0.448419 0.00655309 0.250566 0.352436 0.228391 0.178142 0.613435 0.781948 0.161707 0.263141 0.0461878 0.025631 0.751752 0.756088 0.735263 0.796597 0.844096 0.854596 0.799211 0.665451 0.41314 0.403226 0.656157 0.21048 0.232106 0.169244 0.270578 0.659429 0.623656 0.562767 0.513965 -0.0265731 -0.0640302 -0.124062 -0.160978 -0.184107 -0.202173 -0.213689 -0.220131 0.230076 0.409615 0.655625 0.655625 0.757342 0.816005 0.339324 0.141292 0.186404 0.763655 nan 0.245542 -0.000933611 0.140881 0.00145419 0.730564 0.151963 0.464772 0.135779 0.309783 0.221348 0.372243 0.438294 0.590029 0.879581 0.771042 0.435213 0.318922 0.204942 0.134605 -0.000929155 0.0864803 0.655625 0.0383856 0.699912 0.564445 0.506497 0.547502 0.664809 0.864482 0.49443 0.156033 0.0165317 0.0138136 0.0483559 0.0824337 0.332819 0.22434 0.0230545 0.0383393 0.0126874 0.0275283 0.338954 0.333211 0.164098 0.00345599 0.0336718 0.00662811 0.0748685 -0.000795522 0.0210502 -0.000952126 -0.00170248 0.598685 0.521019 0.516181 0.105647 0.23444 0.514447 0.496944 0.382997 0.414484 0.211167 0.177697 0.00599072 0.0067973 0.252646 0.535957 0.580005 0.553404 0.607957 0.887294 0.95736 1 0.767576 0.611927 0.419633 0.44839 0.220785 0.00297882 0.00724072
ee_005 0.419784 0.034329 -0.00811007 -0.000761312 0.0264346 0.0429629 0.0484156 0.300481 0.475125 0.625903 0.608532 0.699535 0.619136 0.423842 0.137519 0.0605661 0.623916 0.0731676 0.0540692 0.0239152 0.356296 0.363317 0.645379 0.653995 0.570377 0.545926 0.104158 0.0292052 0.0340119 0.0300156 0.0774388 0.121832 0.01464 0.00200255 0.00286057 0.0229923 0.094021 0.217929 0.462219 0.611028 0.603077 0.0136354 0.270063 0.36537 0.221119 0.123739 0.591314 0.70574 0.136061 0.221734 0.0546754 0.010329 0.615446 0.760897 0.755682 0.787309 0.786992 0.750203 0.685177 0.611354 0.44267 0.403453 0.644965 0.226289 0.245521 0.169751 0.216037 0.621628 0.566902 0.562153 0.514124 -0.0178447 -0.0529286 -0.107449 -0.143022 -0.165774 -0.182951 -0.194814 -0.202374 0.217902 0.419571 0.641437 0.641437 0.738891 0.781385 0.26839 0.125119 0.166838 0.73783 nan 0.238198 -0.000762833 0.124438 0.00118612 0.700803 0.216389 0.470085 0.155277 0.393753 0.29278 0.530228 0.595161 0.665705 0.754753 0.613472 0.335542 0.267418 0.209918 0.126243 -0.000759451 0.0731754 0.641437 0.0535589 0.587631 0.479303 0.489591 0.538535 0.62466 0.785934 0.404166 0.140037 0.0116227 0.013295 0.0427012 0.102118 0.372822 0.313721 0.0361696 0.034783 0.0078342 0.018079 0.372073 0.308099 0.178206 0.00540025 0.0484576 0.00327371 0.094772 -0.000309944 0.0119769 -0.00305966 -0.0039124 0.531883 0.45623 0.458298 0.12181 0.207056 0.445339 0.434375 0.275101 0.311424 0.197856 0.114484 0.0336876 0.0163819 0.247843 0.504851 0.524 0.556689 0.472578 0.703598 0.732968 0.767576 1 0.712805 0.380132 0.394021 0.183844 0.0269101 0.00850301
ee_006 0.425682 0.0240285 -0.0146772 -0.000766553 0.0665319 0.0971371 0.032208 0.239131 0.401264 0.615112 0.687021 0.718068 0.499925 0.318028 0.118077 0.0521938 0.607389 0.0439012 0.0329328 0.00869645 0.405499 0.409127 0.625656 0.645987 0.549944 0.493419 0.115757 0.0613422 0.022089 0.0172462 0.0645171 0.161326 0.00171845 -0.002339 -0.00298037 0.00669386 0.063442 0.168505 0.336425 0.602537 0.638613 0.0156735 0.263992 0.336842 0.203891 0.0876051 0.51153 0.686125 0.240665 0.249492 0.0857165 -0.000362681 0.557762 0.750664 0.778461 0.773371 0.73266 0.655864 0.572796 0.532086 0.459284 0.465214 0.62652 0.28433 0.328868 0.266862 0.192559 0.606013 0.532471 0.558259 0.483799 -0.0166919 -0.0500139 -0.107296 -0.147266 -0.174005 -0.192787 -0.205224 -0.212624 0.192275 0.425261 0.623537 0.623537 0.695124 0.730491 0.209831 0.107049 0.14699 0.688287 nan 0.269715 -0.000767495 0.165457 0.00151702 0.665643 0.16883 0.465705 0.140364 0.447258 0.25169 0.484603 0.645098 0.710836 0.686916 0.515357 0.30882 0.314162 0.286188 0.154596 -0.000762411 0.0857566 0.623537 0.0641578 0.547894 0.443292 0.452174 0.516132 0.556857 0.754706 0.399371 0.144323 0.0132395 0.0519479 0.0334003 0.116568 0.472402 0.484885 0.0353154 0.0296739 0.0220511 0.0166952 0.457353 0.308327 0.181065 0.00405007 0.0422605 0.00303624 0.0889264 -0.000712562 0.0442593 -0.00215958 -0.00298575 0.48755 0.374231 0.38369 0.142623 0.302843 0.425977 0.424974 0.23165 0.254918 0.350337 0.171166 0.0165154 0.0203185 0.249332 0.482787 0.49657 0.530275 0.395111 0.593321 0.617955 0.611927 0.712805 1 0.543449 0.365686 0.15859 0.00529052 0.0152764
ee_007 0.356969 0.0135943 -0.0186301 -0.000468835 0.0366185 0.0464812 0.00763137 0.0680035 0.181968 0.475571 0.708861 0.671455 0.308371 0.162922 0.0966113 0.0462091 0.508302 0.0177825 0.00812784 0.0025036 0.340136 0.33863 0.520259 0.542219 0.450162 0.362643 0.142943 0.0869536 0.00955361 0.0154674 0.0499493 0.13767 -0.00245802 -0.00277404 -0.00348229 -0.000561683 0.0246822 0.0700059 0.16344 0.580673 0.54065 0.00552793 0.192795 0.231313 0.151885 0.0586861 0.388234 0.586275 0.216741 0.250007 0.0475411 -0.00137559 0.413829 0.661793 0.767514 0.697301 0.586842 0.451135 0.344952 0.367786 0.42193 0.519809 0.517019 0.216893 0.268797 0.256046 0.145599 0.508959 0.445509 0.487882 0.36389 -0.00494193 -0.0322617 -0.0792586 -0.113307 -0.136784 -0.157249 -0.170882 -0.179321 0.133492 0.35619 0.517081 0.517081 0.534801 0.539503 0.10232 0.0611263 0.0986713 0.521053 nan 0.264764 -0.000469663 0.164725 0.0122815 0.528179 0.079099 0.373483 0.0774202 0.373851 0.095443 0.310241 0.601351 0.693463 0.530565 0.35064 0.274145 0.348252 0.318903 0.135087 -0.000463799 0.0823667 0.517081 0.094904 0.472362 0.378696 0.365832 0.395047 0.398357 0.639502 0.405082 0.176389 0.0292639 0.0135343 0.0228685 0.0801494 0.404441 0.419083 0.0344886 0.0248628 0.00479533 0.0734526 0.387216 0.260369 0.143883 0.00305211 0.022337 0.00786377 0.057765 -0.000588504 0.0291259 -0.00138912 -0.00215308 0.380643 0.193351 0.208999 0.16583 0.352899 0.327457 0.338445 0.108946 0.125141 0.378769 0.213723 0.00396897 0.00438057 0.240271 0.405835 0.395251 0.407979 0.296504 0.442199 0.432911 0.419633 0.380132 0.543449 1 0.227099 0.0630654 -0.00031243 0.00094789
ee_008 0.25967 0.0024372 0.0104361 -0.000805173 -0.00839058 -0.0108395 6.69671e-05 0.0053544 0.00911206 0.0206871 0.0579515 0.327128 0.603572 0.470473 0.0797413 0.0332384 0.39505 0.0551297 0.0333567 0.0104584 0.00985633 0.00981043 0.396767 0.386389 0.273873 0.328047 -0.00601692 0.00222914 -0.00243608 -0.00176349 0.0129502 0.0119764 -0.00183557 -0.00309133 -0.00362609 0.00350763 0.0994655 0.277636 0.534234 0.3359 0.110567 -0.0026724 0.0866832 0.165313 0.113826 0.0862088 0.39711 0.383621 0.000889163 -0.00278083 -0.00559998 0.00032275 0.375122 0.345847 0.333996 0.417497 0.49727 0.575907 0.652627 0.522962 0.199473 0.0546164 0.363154 0.0586532 0.0741437 0.0263535 0.20643 0.394459 0.343206 0.282592 0.234328 -0.0720219 -0.0872217 -0.117 -0.131225 -0.135836 -0.138465 -0.137258 -0.137067 0.117762 0.259796 0.36412 0.36412 0.422712 0.54696 0.394435 0.119768 0.140345 0.433579 nan 0.0872131 -0.000806655 0.0358556 -0.0010386 0.440385 -0.0123837 0.223805 0.0531164 0.0215251 0.00991243 0.0126485 0.0368342 0.19123 0.512046 0.532092 0.242762 0.0794149 0.0507029 0.156341 -0.000801434 0.0526932 0.36412 0.00637077 0.327192 0.265448 0.19142 0.217828 0.307252 0.491124 0.320051 0.0702948 0.00155377 0.00075519 0.0208801 0.0149806 0.134082 0.0268778 0.00828653 0.0124666 0.000373259 0.0345966 0.131922 0.146716 0.0380939 -0.00164831 -0.00389107 -0.00108777 -0.0102439 -0.0019075 -0.00414122 -0.00543181 -0.00619581 0.320546 0.51391 0.48775 0.0154521 0.0274563 0.345122 0.358944 0.196788 0.328103 0.00783481 0.023973 -0.00454724 -0.00678471 0.202663 0.276484 0.323817 0.210562 0.28656 0.442533 0.470574 0.44839 0.394021 0.365686 0.227099 1 0.690147 -0.00516941 -0.00195157
ee_009 0.133764 0.000526803 0.0172916 -0.000503229 -0.00694881 -0.0085333 -0.00110303 -0.003539 -0.0090884 -0.0181627 -0.0153855 0.122382 0.344543 0.298974 0.0497169 0.0191987 0.199185 0.0378274 0.0143129 0.00595711 -0.0170759 -0.0171298 0.196564 0.189375 0.123389 0.163901 -0.0138331 -0.00141691 -0.00328473 -0.00197522 0.00575179 0.00155374 -0.00343766 -0.0029786 -0.00338506 -0.00183857 0.0459004 0.137927 0.294887 0.185735 0.0114693 -0.00219933 0.0434003 0.0897467 0.0569829 0.0462711 0.224207 0.175566 -0.0132645 -0.0107877 -0.0071651 0.000138691 0.190448 0.155861 0.138535 0.191167 0.246834 0.300277 0.369542 0.328581 0.127365 0.000957205 0.175184 0.0174352 0.0281352 0.00169057 0.11955 0.198999 0.16833 0.122364 0.109637 -0.0496069 -0.0585453 -0.0730837 -0.0790592 -0.0800239 -0.0789469 -0.0758426 -0.0751084 0.0591713 0.133852 0.175873 0.175873 0.211126 0.291627 0.282667 0.0716842 0.0798102 0.218545 nan 0.0497455 -0.000504477 0.0159668 -0.00157915 0.225658 -0.0138642 0.108441 0.0176786 -0.0119919 0.000646902 -0.0124361 -0.0189241 0.0440751 0.248582 0.313709 0.156024 0.0356024 0.01049 0.0399366 -0.000499927 0.0365677 0.175873 6.86288e-05 0.164156 0.131307 0.0913411 0.105671 0.150927 0.24108 0.185066 0.031217 0.000190574 -0.000235053 0.0168656 0.00557785 0.0634904 -0.0123196 0.01883 0.00690861 -0.00127929 0.0294872 0.0633752 0.0752242 0.0174457 -0.00130046 -0.00415167 -0.00111506 -0.0100739 -0.00118784 -0.00397436 -0.00359192 -0.00400246 0.159839 0.318901 0.287975 -0.00320625 -0.0103194 0.189062 0.204105 0.0997299 0.194323 -0.0215446 -0.00667733 -0.00247094 -0.00382936 0.113744 0.128912 0.154563 0.0989012 0.147479 0.224587 0.235844 0.220785 0.183844 0.15859 0.0630654 0.690147 1 -0.00316061 -0.00106259
ef_000 0.00666007 0.0468822 -0.00619211 -8.19097e-05 0.0635873 0.0934742 -7.63218e-05 0.00113304 0.00560984 0.011018 0.0126706 0.00898328 -0.00219483 -0.00439781 -0.00187261 -0.000406007 0.0105335 -0.000562388 -0.00028996 -0.000189629 0.0106674 0.0104688 0.00985643 0.0128346 0.0112448 0.00634558 0.0160211 -2.46697e-05 -0.000650359 -0.000130362 0.00525199 0.0474183 -0.000235649 -0.000289778 -0.00044826 -0.000552136 -0.000332486 -0.000920992 -0.00488737 0.00659661 0.00946961 -0.000228239 0.00358783 0.00419307 0.00178455 -0.00137835 0.00148999 0.00572213 0.00918571 0.0129794 0.00638197 -0.000255583 0.00302803 0.0138623 0.00734198 0.0021423 0.000134036 -0.0016035 -0.00256186 -0.0013166 0.00504966 0.00678294 0.0107916 0.0364873 0.032531 0.0268896 0.00547842 0.0105413 0.00769519 0.0183893 0.00646435 0.00279927 0.000630476 -0.000846149 -0.0023424 -0.00349687 -0.00427706 -0.00499919 -0.00510607 0.00756454 0.00665461 0.0108214 0.0108214 0.00857278 0.00361425 -5.62986e-05 -0.00382016 -0.00161095 0.006864 nan 0.015106 -8.2183e-05 -0.000476995 -0.000295585 0.0109893 0.0039792 0.00580982 -0.00061721 0.00822341 0.00749617 0.00818506 0.0140663 0.012735 0.00387117 -0.00173177 -0.000968399 0.0023968 0.000789604 -6.15823e-06 -8.21916e-05 0.00378029 0.0108214 -0.00122044 0.00624976 0.00771247 0.00360471 0.00209287 0.0020573 0.00810716 -0.00129189 0.000296743 -7.61993e-05 -8.91708e-06 0.00587601 0.0148248 0.00274077 0.0232928 0.000148409 0.00144477 -0.000652997 -0.00407192 0.00686246 0.0114246 0.0203699 -0.00016662 -0.000396604 -0.000147029 0.00935506 -0.000147495 -0.000165574 -0.000496684 -0.000537658 0.00690621 -4.43125e-05 0.000814522 0.0202542 0.0235361 0.0156898 0.0121068 0.00953051 0.00875571 0.039214 0.0142461 0.135264 0.0767276 0.00216645 0.00141144 0.00166016 0.00223116 0.00126455 0.00371119 0.0101692 0.00297882 0.0269101 0.00529052 -0.00031243 -0.00516941 -0.00316061 1 0.222579
eg_000 0.0103436 0.0757188 0.0158256 -9.06618e-05 0.0308539 0.0443682 0.000156577 0.00365683 0.0134214 0.0106119 0.0111025 0.00637452 -0.00040988 -0.00106312 3.84595e-05 -0.000161468 0.0136395 -0.00033756 -0.000264294 -0.000229879 0.0169952 0.0171579 0.0133627 0.020179 0.0168699 0.0127054 0.0192204 5.47419e-06 -0.000183685 -0.000137503 0.00776303 0.0365802 -0.00022939 -0.000296884 -0.000467021 -0.000572092 -0.000349672 0.000215792 0.00128987 0.00623674 0.00499142 -0.000229781 0.00114412 0.00136817 0.000386385 -0.00177658 -0.00478271 0.00882603 0.0124923 0.0289229 0.0059876 -0.000262901 0.00439039 0.00853573 0.00514084 0.0037643 0.00255226 0.000610081 0.000426046 0.00815278 0.00391689 0.00879318 0.0152182 0.0184509 0.0213801 0.0180506 -0.00152226 0.0136514 0.0105589 0.0288818 0.0114279 0.00427971 -0.000611369 -0.00275365 -0.00305113 -0.00491213 -0.00560623 -0.00644838 -0.00720215 0.0152676 0.0103393 0.0152612 0.0152612 0.0104937 0.00803001 -0.00262644 0.00378171 0.00548649 0.00816228 nan 0.0198025 -9.08527e-05 0.000397266 -0.000329947 0.0170122 0.00897365 0.0132003 -0.000371454 0.0197879 0.0193774 0.00836807 0.00884853 0.00702002 0.00370419 0.00207808 0.00356803 0.00588227 0.00197501 0.000355189 -9.08305e-05 0.00108299 0.0152612 -0.000692886 0.00677468 0.00354607 0.00252957 0.00472252 0.00106395 0.00555691 0.0119507 0.00632097 8.35257e-05 3.2141e-07 0.000653418 0.00436058 0.00568853 0.00761795 -8.83822e-05 -7.70064e-05 0.00144786 -0.00239507 0.00465222 0.00797969 0.041757 -0.000162969 -0.000237388 -0.000147076 0.0240911 -0.000139045 0.00357305 -0.000550263 -0.000596561 0.01067 0.0115701 0.0200597 0.00332359 0.0438741 0.0204763 0.0203256 0.0176535 0.0105406 0.0473427 0.0214052 0.104026 0.163795 0.0110487 0.00735446 0.00871066 0.00392282 0.00105889 0.0040024 0.00668671 0.00724072 0.00850301 0.0152764 0.00094789 -0.00195157 -0.00106259 0.222579 1
In [134]:
# biv 
# Pick 13 features with highest CV
tree_first_13 = np.argsort(-tree_CV)[0:13]
tree_first_13 = list(tree_first_13.index)
tree_first_13_data = tree_data[tree_first_13]
tree_first_13_data['class'] = tree_data['class']

# make scatter plots
plt.figure(figsize=(12,12))
sns.pairplot(tree_first_13_data,diag_kind='kde',hue='class')
plt.show()
<matplotlib.figure.Figure at 0x1067dbe48>
In [135]:
# make box plots
plt.figure(figsize=(12,9))
plt.subplots_adjust(hspace=0.3, wspace=0.7)
arrange = 0
for attr in tree_first_13:
    arrange += 1
    plt.subplot(3,5,arrange)
    sns.boxplot(data=tree_first_13_data,x='class',y=attr)
In [136]:
# bv
pos_data = tree_data[tree_data["class"]=="pos"]
pos_number = pos_data.shape[0]
neg_data = tree_data[tree_data["class"]=="neg"]
neg_number = neg_data.shape[0]
print("For the whole datasets (%d rows), there are %d positive data and %d negative data. \
So the dataset is imbalanced." %(tree_data.shape[0],pos_number,neg_number))
For the whole datasets (76000 rows), there are 1375 positive data and 74625 negative data. So the dataset is imbalanced.

3.2 Random forest (2c)

In [163]:
#2c random forest
from sklearn.ensemble import RandomForestClassifier
tree_train = tree_train.replace('pos',1)
tree_train = tree_train.replace('neg',0)
tree_test = tree_test.replace('pos',1)
tree_test = tree_test.replace('neg',0)

x_tree_train = tree_train.drop(['class'], axis=1)
y_tree_train = tree_train['class']
x_tree_test = tree_test.drop(['class'], axis=1)
y_tree_test = tree_test['class']

rf_model = RandomForestClassifier(n_estimators=100, max_depth=2, random_state=0,oob_score=True)
rf_model.fit(x_tree_train, y_tree_train)

#training dataset
rf_pred_train = rf_model.predict(x_tree_train)
#Confusion matrix
rf_cm_train = confusion_matrix(y_tree_train, rf_pred_train)
TP = rf_cm_train[1][1]
FP = rf_cm_train[0][1]
TN = rf_cm_train[0][0]
FN = rf_cm_train[1][0]
print("The confusion matrix of training dataset (random forest):")
print("\t\t\t| predicted Positive \t| predicted Negative")
print("real Positive\t\t| "+str(TP)+"\t\t\t| "+str(FN))
print("real Negotiate\t\t| "+str(FP) +"\t\t\t| "+str(TN))

#ROC
fpr, tpr, thresholds = roc_curve(y_tree_train, rf_model.predict_proba(x_tree_train)[:,1])
print("\nThe ROC curve of random forest model for training dataset is as follows, and the AUC = %.2f"% auc(fpr,tpr))
plt.figure()
plt.plot(fpr, tpr, color='darkorange', label='ROC curve (area = %0.2f)' % auc(fpr,tpr))
plt.plot([0, 1], [0, 1], color='navy',  linestyle='--')
plt.xlim([-0.1, 1.1])
plt.ylim([-0.1, 1.1])
plt.xlabel('False Positive Rate')
plt.ylabel('True Positive Rate')
plt.title('Receiver operating characteristic')
plt.legend(loc="lower right")
plt.show()

# misclassification rate
mis_rate_train = 1 - rf_model.score(x_tree_train, y_tree_train)
print("\nThe misclassification rate for training dataset is %.5f" % mis_rate_train)
The confusion matrix of training dataset (random forest):
			| predicted Positive 	| predicted Negative
real Positive		| 188			| 812
real Negotiate		| 22			| 58978

The ROC curve of random forest model for training dataset is as follows, and the AUC = 0.97
The misclassification rate for training dataset is 0.01390
In [166]:
#test dataset
rf_pred_test = rf_model.predict(x_tree_test)
rf_cm_test = confusion_matrix(y_tree_test, rf_pred_test)
TP = rf_cm_test[1][1]
FP = rf_cm_test[0][1]
TN = rf_cm_test[0][0]
FN = rf_cm_test[1][0]
print("The confusion matrix of test dataset (random forest):")
print("\t\t\t| predicted Positive \t| predicted Negative")
print("real Positive\t\t| "+str(TP)+"\t\t\t| "+str(FN))
print("real Negotiate\t\t| "+str(FP) +"\t\t\t| "+str(TN))

#ROC
fpr, tpr, thresholds = roc_curve(y_tree_test, rf_model.predict_proba(x_tree_test)[:,1])
print("\nThe ROC curve of random forest model for test dataset is as follows, and the AUC = %.2f"% auc(fpr,tpr))
plt.figure()
plt.plot(fpr, tpr, color='darkorange', label='ROC curve (area = %0.2f)' % auc(fpr,tpr))
plt.plot([0, 1], [0, 1], color='navy',  linestyle='--')
plt.xlim([-0.1, 1.1])
plt.ylim([-0.1, 1.1])
plt.xlabel('False Positive Rate')
plt.ylabel('True Positive Rate')
plt.title('Receiver operating characteristic')
plt.legend(loc="lower right")
plt.show()

# misclassification rate
mis_rate_test = 1 - rf_model.score(x_tree_test, y_tree_test)
print("\nThe misclassification rate for test dataset is %.5f" % mis_rate_test)
The confusion matrix of test dataset (random forest):
			| predicted Positive 	| predicted Negative
real Positive		| 71			| 304
real Negotiate		| 1			| 15624

The ROC curve of random forest model for test dataset is as follows, and the AUC = 0.98
The misclassification rate for test dataset is 0.01906
In [170]:
#OOB error vs. test error
rf_oob_err = 1 - rf_model.oob_score_ 
rf_test_err = 1 - rf_model.score(x_tree_test, y_tree_test)
print("The Out of Bag error for random forest model is %.5f, while the test error is %.5f" %(rf_oob_err,rf_test_err))
The Out of Bag error for random forest model is 0.01410, while the test error is 0.01906

3.3 Random forest using imbalanced improvement (2d)

In [174]:
# 2d
rf_model_balance = RandomForestClassifier(n_estimators=100, max_depth=2, random_state=0, oob_score=True,class_weight="balanced")
rf_model_balance.fit(x_tree_train, y_tree_train)

#training dataset
rf_pred_train_balance = rf_model_balance.predict(x_tree_train)
#Confusion matrix
rf_cm_train_balance = confusion_matrix(y_tree_train, rf_pred_train_balance)
TP = rf_cm_train[1][1]
FP = rf_cm_train[0][1]
TN = rf_cm_train[0][0]
FN = rf_cm_train[1][0]
print("The confusion matrix of training dataset (random forest handling imbalanced dataset):")
print("\t\t\t| predicted Positive \t| predicted Negative")
print("real Positive\t\t| "+str(TP)+"\t\t\t| "+str(FN))
print("real Negotiate\t\t| "+str(FP) +"\t\t\t| "+str(TN))

#ROC
fpr, tpr, thresholds = roc_curve(y_tree_train, rf_model_balance.predict_proba(x_tree_train)[:,1])
print("\nThe ROC curve of random forest model (handling imbalanced dataset) for training dataset is as follows, and the AUC = %.2f"% auc(fpr,tpr))
plt.figure()
plt.plot(fpr, tpr, color='darkorange', label='ROC curve (area = %0.2f)' % auc(fpr,tpr))
plt.plot([0, 1], [0, 1], color='navy',  linestyle='--')
plt.xlim([-0.1, 1.1])
plt.ylim([-0.1, 1.1])
plt.xlabel('False Positive Rate')
plt.ylabel('True Positive Rate')
plt.title('Receiver operating characteristic')
plt.legend(loc="lower right")
plt.show()

# misclassification rate
mis_rate_train_balance = 1 - rf_model_balance.score(x_tree_train, y_tree_train)
print("\nThe misclassification rate for training dataset (handling imbalanced dataset) is %.5f" % mis_rate_train_balance)
The confusion matrix of training dataset (random forest handling imbalanced dataset):
			| predicted Positive 	| predicted Negative
real Positive		| 947			| 53
real Negotiate		| 3799			| 55201

The ROC curve of random forest model (handling imbalanced dataset) for training dataset is as follows, and the AUC = 0.98
The misclassification rate for training dataset (handling imbalanced dataset) is 0.06420
In [175]:
#test dataset
rf_pred_test_balance = rf_model_balance.predict(x_tree_test)
rf_cm_test_balance = confusion_matrix(y_tree_test, rf_pred_test_balance)
TP = rf_cm_test[1][1]
FP = rf_cm_test[0][1]
TN = rf_cm_test[0][0]
FN = rf_cm_test[1][0]
print("The confusion matrix of test dataset (random forest handling imbalanced dataset):")
print("\t\t\t| predicted Positive \t| predicted Negative")
print("real Positive\t\t| "+str(TP)+"\t\t\t| "+str(FN))
print("real Negotiate\t\t| "+str(FP) +"\t\t\t| "+str(TN))

#ROC
fpr, tpr, thresholds = roc_curve(y_tree_test, rf_model_balance.predict_proba(x_tree_test)[:,1])
print("\nThe ROC curve of random forest model (handling imbalanced dataset) for test dataset is as follows, and the AUC = %.2f"% auc(fpr,tpr))
plt.figure()
plt.plot(fpr, tpr, color='darkorange', label='ROC curve (area = %0.2f)' % auc(fpr,tpr))
plt.plot([0, 1], [0, 1], color='navy',  linestyle='--')
plt.xlim([-0.1, 1.1])
plt.ylim([-0.1, 1.1])
plt.xlabel('False Positive Rate')
plt.ylabel('True Positive Rate')
plt.title('Receiver operating characteristic')
plt.legend(loc="lower right")
plt.show()

# misclassification rate
mis_rate_test_balance = 1 - rf_model_balance.score(x_tree_test, y_tree_test)
print("\nThe misclassification rate for test dataset (handling imbalanced dataset) is %.5f" % mis_rate_test_balance)
The confusion matrix of test dataset (random forest handling imbalanced dataset):
			| predicted Positive 	| predicted Negative
real Positive		| 71			| 304
real Negotiate		| 1			| 15624

The ROC curve of random forest model (handling imbalanced dataset) for test dataset is as follows, and the AUC = 0.98
The misclassification rate for test dataset (handling imbalanced dataset) is 0.06019
In [176]:
#OOB error vs. test error
rf_oob_err_balance = 1 - rf_model_balance.oob_score_ 
rf_test_err_balance = 1 - rf_model_balance.score(x_tree_test, y_tree_test)
print("The Out of Bag error for random forest model handling imbalanced dataset is %.5f, while the test error is %.5f" %(rf_oob_err_balance,rf_test_err_balance))
The Out of Bag error for random forest model handling imbalanced dataset is 0.06428, while the test error is 0.06019

Summary

The random forest addressing part of the imbalanced data by assign weights for each class based on the size of each class. From the result, the result of model handling imbalanced dataset improves slightly. The misclassification rate of positive data decreases while that of negative data increases.

3.4 Model Trees (2e)

In [1]:
#2e model trees
from weka.classifiers import Classifiers
Traceback (most recent call last):

  File "/anaconda3/lib/python3.6/site-packages/IPython/core/interactiveshell.py", line 2963, in run_code
    exec(code_obj, self.user_global_ns, self.user_ns)

  File "<ipython-input-1-4052b55722fb>", line 2, in <module>
    from weka.classifiers import Classifiers

  File "/anaconda3/lib/python3.6/site-packages/python_weka_wrapper-0.3.13-py3.6.egg/weka/classifiers.py", line 2169
    except Exception, e:
                    ^
SyntaxError: invalid syntax